COLING B

613 papers

YearTitle / Authors
2020"Judge me by my size (noun), do you?" YodaLib: A Demographic-Aware Humor Generation Framework.
Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea
2020"What is on your mind?" Automated Scoring of Mindreading in Childhood and Early Adolescence.
Venelin Kovatchev, Phillip Smith, Mark G. Lee, Imogen Grumley Traynor, Irene Luque Aguilera, Rory T. Devine
2020100, 000 Podcasts: A Spoken English Document Corpus.
Ann Clifton, Sravana Reddy, Yongze Yu, Aasish Pappu, Rezvaneh Rezapour, Hamed R. Bonab, Maria Eskevich, Gareth J. F. Jones, Jussi Karlgren, Ben Carterette, Rosie Jones
2020A BERT-based Dual Embedding Model for Chinese Idiom Prediction.
Minghuan Tan, Jing Jiang
2020A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English.
Marius Mosbach, Stefania Degaetano-Ortlieb, Marie-Pauline Krielke, Badr M. Abdullah, Dietrich Klakow
2020A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection.
Qian Lin, Souvik Kundu, Hwee Tou Ng
2020A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AI.
Angus Addlesee, Yanchao Yu, Arash Eshghi
2020A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment.
Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou, Jimmy Xiangji Huang
2020A Corpus for Argumentative Writing Support in German.
Thiemo Wambsganss, Christina Niklaus, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister
2020A Dataset and Evaluation Framework for Complex Geographical Description Parsing.
Egoitz Laparra, Steven Bethard
2020A Deep Generative Approach to Native Language Identification.
Ehsan Lotfi, Ilia Markov, Walter Daelemans
2020A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space.
Hong Xu, Keqing He, Yuanmeng Yan, Sihong Liu, Zijun Liu, Weiran Xu
2020A Deep Metric Learning Method for Biomedical Passage Retrieval.
Andrés Rosso-Mateus, Fabio A. González, Manuel Montes-y-Gómez
2020A Document-Level Neural Machine Translation Model with Dynamic Caching Guided by Theme-Rheme Information.
Yiqi Tong, Jiangbin Zheng, Hongkang Zhu, Yidong Chen, Xiaodong Shi
2020A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples.
Zhao Meng, Roger Wattenhofer
2020A Graph Representation of Semi-structured Data for Web Question Answering.
Xingyao Zhang, Linjun Shou, Jian Pei, Ming Gong, Lijie Wen, Daxin Jiang
2020A High Precision Pipeline for Financial Knowledge Graph Construction.
Sarah Elhammadi, Laks V. S. Lakshmanan, Raymond T. Ng, Michael Simpson, Baoxing Huai, Zhefeng Wang, Lanjun Wang
2020A Human Evaluation of AMR-to-English Generation Systems.
Emma Manning, Shira Wein, Nathan Schneider
2020A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents.
Tuan Manh Lai, Trung Bui, Doo Soon Kim, Quan Hung Tran
2020A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act Annotations.
Motoki Taniguchi, Yoshihiro Ueda, Tomoki Taniguchi, Tomoko Ohkuma
2020A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning.
Mingtong Liu, Erguang Yang, Deyi Xiong, Yujie Zhang, Yao Meng, Changjian Hu, Jinan Xu, Yufeng Chen
2020A Linguistic Perspective on Reference: Choosing a Feature Set for Generating Referring Expressions in Context.
Fahime Same, Kees van Deemter
2020A Locally Linear Procedure for Word Translation.
Soham Dan, Hagai Taitelbaum, Jacob Goldberger
2020A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings.
Rana Alshaikh, Zied Bouraoui, Shelan S. Jeawak, Steven Schockaert
2020A Multitask Active Learning Framework for Natural Language Understanding.
Hua Zhu, Wu Ye, Sihan Luo, Xidong Zhang
2020A Neural Local Coherence Analysis Model for Clarity Text Scoring.
Panitan Muangkammuen, Sheng Xu, Fumiyo Fukumoto, Kanda Runapongsa Saikaew, Jiyi Li
2020A Neural Model for Aggregating Coreference Annotation in Crowdsourcing.
Maolin Li, Hiroya Takamura, Sophia Ananiadou
2020A Representation Learning Approach to Animal Biodiversity Conservation.
Meet Mukadam, Mandhara Jayaram, Yongfeng Zhang
2020A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings.
Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
2020A Review of Dataset and Labeling Methods for Causality Extraction.
Jinghang Xu, Wanli Zuo, Shining Liang, Xianglin Zuo
2020A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation.
Wenqing Chen, Jidong Tian, Liqiang Xiao, Hao He, Yaohui Jin
2020A Sentence Cloze Dataset for Chinese Machine Reading Comprehension.
Yiming Cui, Ting Liu, Ziqing Yang, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu
2020A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction.
Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu
2020A Straightforward Approach to Narratologically Grounded Character Identification.
Labiba Jahan, Rahul Mittal, W. Victor H. Yarlott, Mark A. Finlayson
2020A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection.
Daniele Bonadiman, Alessandro Moschitti
2020A Survey of Automatic Personality Detection from Texts.
Sanja Stajner, Seren Yenikent
2020A Survey of Unsupervised Dependency Parsing.
Wenjuan Han, Yong Jiang, Hwee Tou Ng, Kewei Tu
2020A Symmetric Local Search Network for Emotion-Cause Pair Extraction.
Zifeng Cheng, Zhiwei Jiang, Yafeng Yin, Hua Yu, Qing Gu
2020A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing.
Sanxing Chen, Aidan San, Xiaodong Liu, Yangfeng Ji
2020A Taxonomy of Empathetic Response Intents in Human Social Conversations.
Anuradha Welivita, Pearl Pu
2020A Two-Level Interpretation of Modality in Human-Robot Dialogue.
Lucia Donatelli, Kenneth Lai, James Pustejovsky
2020A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification.
Haopeng Ren, Yi Cai, Xiaofeng Chen, Guohua Wang, Qing Li
2020A Unified Sequence Labeling Model for Emotion Cause Pair Extraction.
Xinhong Chen, Qing Li, Jianping Wang
2020A Unifying Theory of Transition-based and Sequence Labeling Parsing.
Carlos Gómez-Rodríguez, Michalina Strzyz, David Vilares
2020A Vietnamese Dataset for Evaluating Machine Reading Comprehension.
Kiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen
2020A hierarchical approach to vision-based language generation: from simple sentences to complex natural language.
Simion-Vlad Bogolin, Ioana Croitoru, Marius Leordeanu
2020AbuseAnalyzer: Abuse Detection, Severity and Target Prediction for Gab Posts.
Mohit Chandra, Ashwin Pathak, Eesha Dutta, Paryul Jain, Manish Gupta, Manish Shrivastava, Ponnurangam Kumaraguru
2020Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements.
Andrey V. Savchenko, Anton Alekseev, Sejeong Kwon, Elena Tutubalina, Evgeny Myasnikov, Sergey I. Nikolenko
2020Adapting a Language Model for Controlled Affective Text Generation.
Tushar Goswamy, Ishika Singh, Ahsan Barkati, Ashutosh Modi
2020Adversarial Learning on the Latent Space for Diverse Dialog Generation.
Kashif Khan, Gaurav Sahu, Vikash Balasubramanian, Lili Mou, Olga Vechtomova
2020Affective and Contextual Embedding for Sarcasm Detection.
Nastaran Babanejad, Heidar Davoudi, Aijun An, Manos Papagelis
2020Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution.
Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
2020An Analysis of Dataset Overlap on Winograd-Style Tasks.
Ali Emami, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
2020An Analysis of Simple Data Augmentation for Named Entity Recognition.
Xiang Dai, Heike Adel
2020An Anchor-Based Automatic Evaluation Metric for Document Summarization.
Kexiang Wang, Tianyu Liu, Baobao Chang, Zhifang Sui
2020An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution.
Ryuto Konno, Yuichiroh Matsubayashi, Shun Kiyono, Hiroki Ouchi, Ryo Takahashi, Kentaro Inui
2020An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings.
Anthony Rios, Brandon Lwowski
2020An Enhanced Knowledge Injection Model for Commonsense Generation.
Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang
2020An Iterative Emotion Interaction Network for Emotion Recognition in Conversations.
Xin Lu, Yanyan Zhao, Yang Wu, Yijian Tian, Huipeng Chen, Bing Qin
2020An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification.
Robert Vacareanu, Marco Antonio Valenzuela-Escárcega, Rebecca Sharp, Mihai Surdeanu
2020An analysis of language models for metaphor recognition.
Arthur Neidlein, Philip Wiesenbach, Katja Markert
2020An empirical analysis of existing systems and datasets toward general simple question answering.
Namgi Han, Goran Topic, Hiroshi Noji, Hiroya Takamura, Yusuke Miyao
2020Analogy Models for Neural Word Inflection.
Ling Liu, Mans Hulden
2020Analysing cross-lingual transfer in lemmatisation for Indian languages.
Saurav Kumar, Saunack Kumar, Pushpak Bhattacharyya
2020Answer-driven Deep Question Generation based on Reinforcement Learning.
Liuyin Wang, Zihan Xu, Zibo Lin, Haitao Zheng, Ying Shen
2020Answering Legal Questions by Learning Neural Attentive Text Representation.
Manh-Kien Phi, Ha-Thanh Nguyen, Ngo Xuan Bach, Vu D. Tran, Minh Le Nguyen, Tu Minh Phuong
2020Appraisal Theories for Emotion Classification in Text.
Jan Hofmann, Enrica Troiano, Kai Sassenberg, Roman Klinger
2020AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding.
Yuzhang Liu, Peng Wang, Yingtai Li, Yizhan Shao, Zhongkai Xu
2020AraBench: Benchmarking Dialectal Arabic-English Machine Translation.
Hassan Sajjad, Ahmed Abdelali, Nadir Durrani, Fahim Dalvi
2020Arabizi Language Models for Sentiment Analysis.
Gaétan Baert, Souhir Gahbiche, Guillaume Gadek, Alexandre Pauchet
2020Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets.
Reem Suwaileh, Muhammad Imran, Tamer Elsayed, Hassan Sajjad
2020Argumentation Mining on Essays at Multi Scales.
Hao Wang, Zhen Huang, Yong Dou, Yu Hong
2020Ask to Learn: A Study on Curiosity-driven Question Generation.
Thomas Scialom, Jacopo Staiano
2020Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network.
Hongjie Cai, Yaofeng Tu, Xiangsheng Zhou, Jianfei Yu, Rui Xia
2020Aspect-based Document Similarity for Research Papers.
Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm
2020Aspectuality Across Genre: A Distributional Semantics Approach.
Thomas Kober, Malihe Alikhani, Matthew Stone, Mark Steedman
2020At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization.
Qingyu Zhou, Furu Wei, Ming Zhou
2020Attention Transfer Network for Aspect-level Sentiment Classification.
Fei Zhao, Zhen Wu, Xinyu Dai
2020Attention Word Embedding.
Shashank Sonkar, Andrew E. Waters, Richard G. Baraniuk
2020Attentively Embracing Noise for Robust Latent Representation in BERT.
Gwenaelle Cunha Sergio, Dennis Singh Moirangthem, Minho Lee
2020Augmenting NLP models using Latent Feature Interpolations.
Amit Jindal, Arijit Ghosh Chowdhury, Aniket Didolkar, Di Jin, Ramit Sawhney, Rajiv Ratn Shah
2020Author's Sentiment Prediction.
Mohaddeseh Bastan, Mahnaz Koupaee, Youngseo Son, Richard Sicoli, Niranjan Balasubramanian
2020Auto-Encoding Variational Bayes for Inferring Topics and Visualization.
Dang Pham, Tuan M. V. Le
2020AutoMeTS: The Autocomplete for Medical Text Simplification.
Hoang Van, David Kauchak, Gondy Leroy
2020Autoencoding Improves Pre-trained Word Embeddings.
Masahiro Kaneko, Danushka Bollegala
2020Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs.
Wan-Hsuan Lin, Chun-Shien Lu
2020Automated Prediction of Examinee Proficiency from Short-Answer Questions.
Le An Ha, Victoria Yaneva, Polina Harik, Ravi Pandian, Amy Morales, Brian Clauser
2020Automatic Assistance for Academic Word Usage.
Dariush Saberi, John Lee, Jonathan James Webster
2020Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need.
Shounak Paul, Pawan Goyal, Saptarshi Ghosh
2020Automatic Detection of Machine Generated Text: A Critical Survey.
Ganesh Jawahar, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan
2020Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing.
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
2020Automatic Distractor Generation for Multiple Choice Questions in Standard Tests.
Zhaopeng Qiu, Xian Wu, Wei Fan
2020Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations.
Xingyuan Zhao, Satoru Ozaki, Antonios Anastasopoulos, Graham Neubig, Lori S. Levin
2020Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification.
Timo Schick, Helmut Schmid, Hinrich Schütze
2020Autoregressive Affective Language Forecasting: A Self-Supervised Task.
Matthew Matero, H. Andrew Schwartz
2020Autoregressive Reasoning over Chains of Facts with Transformers.
Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens
2020BERT-based Cohesion Analysis of Japanese Texts.
Nobuhiro Ueda, Daisuke Kawahara, Sadao Kurohashi
2020Balanced Joint Adversarial Training for Robust Intent Detection and Slot Filling.
Xu Cao, Deyi Xiong, Chongyang Shi, Chao Wang, Yao Meng, Changjian Hu
2020Bayes-enhanced Lifelong Attention Networks for Sentiment Classification.
Hao Wang, Shuai Wang, Sahisnu Mazumder, Bing Liu, Yan Yang, Tianrui Li
2020Better Sign Language Translation with STMC-Transformer.
Kayo Yin, Jesse Read
2020Bi-directional CognitiveThinking Network for Machine Reading Comprehension.
Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Jing Yu, Yajing Sun, Xiangpeng Wei
2020Biased TextRank: Unsupervised Graph-Based Content Extraction.
Ashkan Kazemi, Verónica Pérez-Rosas, Rada Mihalcea
2020Bilingual Subword Segmentation for Neural Machine Translation.
Hiroyuki Deguchi, Masao Utiyama, Akihiro Tamura, Takashi Ninomiya, Eiichiro Sumita
2020BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR.
Souradip Chakraborty, O. Ekaba Bisong, Shweta Bhatt, Thomas Wagner, Riley Elliott, Francesco Mosconi
2020Biomedical Concept Relatedness - A large EHR-based benchmark.
Claudia Schulz, Josh Levy-Kramer, Camille Van Assel, Miklos Kepes, Nils Hammerla
2020Bracketing Encodings for 2-Planar Dependency Parsing.
Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
2020Breeding Gender-aware Direct Speech Translation Systems.
Marco Gaido, Beatrice Savoldi, Luisa Bentivogli, Matteo Negri, Marco Turchi
2020Bridge the Gap: High-level Semantic Planning for Image Captioning.
Chenxi Yuan, Yang Bai, Chun Yuan
2020Bridging Resolution: A Survey of the State of the Art.
Hideo Kobayashi, Vincent Ng
2020Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction.
Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen
2020Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach.
Simone Conia, Roberto Navigli
2020Building Hierarchically Disentangled Language Models for Text Generation with Named Entities.
Yash Agarwal, Devansh Batra, Ganesh Bagler
2020Building Large-Scale English and Korean Datasets for Aspect-Level Sentiment Analysis in Automotive Domain.
Dongmin Hyun, Junsu Cho, Hwanjo Yu
2020Building The First English-Brazilian Portuguese Corpus for Automatic Post-Editing.
Felipe Almeida Costa, Thiago Castro Ferreira, Adriana S. Pagano, Wagner Meira Jr.
2020CEREC: A Corpus for Entity Resolution in Email Conversations.
Parag Dakle, Dan I. Moldovan
2020CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering.
Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He
2020CLUE: A Chinese Language Understanding Evaluation Benchmark.
Liang Xu, Hai Hu, Xuanwei Zhang, Lu Li, Chenjie Cao, Yudong Li, Yechen Xu, Kai Sun, Dian Yu, Cong Yu, Yin Tian, Qianqian Dong, Weitang Liu, Bo Shi, Yiming Cui, Junyi Li, Jun Zeng, Rongzhao Wang, Weijian Xie, Yanting Li, Yina Patterson, Zuoyu Tian, Yiwen Zhang, He Zhou, Shaoweihua Liu, Zhe Zhao, Qipeng Zhao, Cong Yue, Xinrui Zhang, Zhengliang Yang, Kyle Richardson, Zhenzhong Lan
2020Catching Attention with Automatic Pull Quote Selection.
Tanner A. Bohn, Charles X. Ling
2020CharBERT: Character-aware Pre-trained Language Model.
Wentao Ma, Yiming Cui, Chenglei Si, Ting Liu, Shijin Wang, Guoping Hu
2020CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters.
Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Hiroshi Noji, Pierre Zweigenbaum, Jun'ichi Tsujii
2020Chinese Paragraph-level Discourse Parsing with Global Backward and Local Reverse Reading.
Feng Jiang, Xiaomin Chu, Peifeng Li, Fang Kong, Qiaoming Zhu
2020Classifier Probes May Just Learn from Linear Context Features.
Jenny Kunz, Marco Kuhlmann
2020CoLAKE: Contextualized Language and Knowledge Embedding.
Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang
2020CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression Generation.
Jungjun Kim, Hanbin Ko, Jialin Wu
2020Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation.
Fahimeh Saleh, Wray L. Buntine, Gholamreza Haffari
2020Combining Cognitive Modeling and Reinforcement Learning for Clarification in Dialogue.
Baber Khalid, Malihe Alikhani, Matthew Stone
2020Combining Event Semantics and Degree Semantics for Natural Language Inference.
Izumi Haruta, Koji Mineshima, Daisuke Bekki
2020Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction.
Silvia Severini, Viktor Hangya, Alexander M. Fraser, Hinrich Schütze
2020Comparative Probing of Lexical Semantics Theories for Cognitive Plausibility and Technological Usefulness.
António Branco, João António Rodrigues, Malgorzata Salawa, Ruben Branco, Chakaveh Saedi
2020Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics.
Daniel Hershcovich, Nathan Schneider, Dotan Dvir, Jakob Prange, Miryam de Lhoneux, Omri Abend
2020Complaint Identification in Social Media with Transformer Networks.
Mali Jin, Nikolaos Aletras
2020Computational Modeling of Affixoid Behavior in Chinese Morphology.
Yu-Hsiang Tseng, Shu-Kai Hsieh, Pei-Yi Chen, Sara Court
2020Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations.
Simone Conia, Roberto Navigli
2020Connecting the Dots Between Fact Verification and Fake News Detection.
Qifei Li, Wangchunshu Zhou
2020Constituency Lattice Encoding for Aspect Term Extraction.
Yunyi Yang, Kun Li, Xiaojun Quan, Weizhou Shen, Qinliang Su
2020Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.
Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, Akiko Aizawa
2020Context Dependent Semantic Parsing: A Survey.
Zhuang Li, Lizhen Qu, Gholamreza Haffari
2020Context in Informational Bias Detection.
Esther van den Berg, Katja Markert
2020Context-Aware Cross-Attention for Non-Autoregressive Translation.
Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu
2020Context-Aware Text Normalisation for Historical Dialects.
Maria Sukhareva
2020Contextual Argument Component Classification for Class Discussions.
Luca Lugini, Diane J. Litman
2020Contextualized Embeddings for Enriching Linguistic Analyses on Politeness.
Ahmad Aljanaideh, Eric Fosler-Lussier, Marie-Catherine de Marneffe
2020Continual Lifelong Learning in Natural Language Processing: A Survey.
Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà
2020ContraCAT: Contrastive Coreference Analytical Templates for Machine Translation.
Dario Stojanovski, Benno Krojer, Denis Peskov, Alexander M. Fraser
2020Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack.
Keqing He, Jinchao Zhang, Yuanmeng Yan, Weiran Xu, Cheng Niu, Jie Zhou
2020Controllable Abstractive Sentence Summarization with Guiding Entities.
Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li
2020Conversational Machine Comprehension: a Literature Review.
Somil Gupta, Bhanu Pratap Singh Rawat, Hong Yu
2020Coordination Boundary Identification without Labeled Data for Compound Terms Disambiguation.
Yuya Sawada, Takashi Wada, Takayoshi Shibahara, Hiroki Teranishi, Shuhei Kondo, Hiroyuki Shindo, Taro Watanabe, Yuji Matsumoto
2020Coreference information guides human expectations during natural reading.
Evan Jaffe, Cory Shain, William Schuler
2020Corpus-based Identification of Verbs Participating in Verb Alternations Using Classification and Manual Annotation.
Esther Seyffarth, Laura Kallmeyer
2020CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question Answering.
Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Mahsa Baktashmotlagh, Gholamreza Haffari
2020Creation of Corpus and analysis in Code-Mixed Kannada-English Twitter data for Emotion Prediction.
Appidi Abhinav Reddy, Vamshi Krishna Srirangam, Darsi Suhas, Manish Shrivastava
2020Cross-Lingual Document Retrieval with Smooth Learning.
Jiapeng Liu, Xiao Zhang, Dan Goldwasser, Xiao Wang
2020Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings.
Arun Ramachandran, Gerard de Melo
2020Cross-lingual Annotation Projection in Legal Texts.
Andrea Galassi, Kasper Drazewski, Marco Lippi, Paolo Torroni
2020Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation.
Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang
2020Cross-lingual Transfer Learning for Grammatical Error Correction.
Ikumi Yamashita, Satoru Katsumata, Masahiro Kaneko, Aizhan Imankulova, Mamoru Komachi
2020Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale.
Ozan Caglayan, Pranava Madhyastha, Lucia Specia
2020CxGBERT: BERT meets Construction Grammar.
Harish Tayyar Madabushi, Laurence Romain, Dagmar Divjak, Petar Milin
2020Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer.
Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu, Feiyu Xu
2020DT-QDC: A Dataset for Question Comprehension in Online Test.
Sijin Wu, Yujiu Yang, Nicholas Yung, Zhengchen Shen, Zeyang Lei
2020DaN+: Danish Nested Named Entities and Lexical Normalization.
Barbara Plank, Kristian Nørgaard Jensen, Rob van der Goot
2020Data Augmentation for Multiclass Utterance Classification - A Systematic Study.
Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo
2020Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages.
Mathieu Dehouck, Carlos Gómez-Rodríguez
2020Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora.
Martin Laville, Amir Hazem, Emmanuel Morin, Philippe Langlais
2020Debunking Rumors on Twitter with Tree Transformer.
Jing Ma, Wei Gao
2020Decolonising Speech and Language Technology.
Steven Bird
2020Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems.
Vitou Phy, Yang Zhao, Akiko Aizawa
2020Deep Inside-outside Recursive Autoencoder with All-span Objective.
Ruyue Hong, Jiong Cai, Kewei Tu
2020Deep Learning Framework for Measuring the Digital Strategy of Companies from Earnings Calls.
Ahmed Ghanim Al-Ali, Robert Phaal, Donald Sull
2020Definition Frames: Using Definitions for Hybrid Concept Representations.
Evangelia Spiliopoulou, Artidoro Pagnoni, Eduard H. Hovy
2020Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models.
Jheng-Hong Yang, Sheng-Chieh Lin, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin
2020Detect All Abuse! Toward Universal Abusive Language Detection Models.
Kunze Wang, Dong Lu, Soyeon Caren Han, Siqu Long, Josiah Poon
2020Detecting Non-literal Translations by Fine-tuning Cross-lingual Pre-trained Language Models.
Yuming Zhai, Gabriel Illouz, Anne Vilnat
2020Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages.
Efsun Sarioglu Kayi, Linyong Nan, Bohan Qu, Mona T. Diab, Kathleen R. McKeown
2020Detecting de minimis Code-Switching in Historical German Books.
Shijia Liu, David A. Smith
2020Distill and Replay for Continual Language Learning.
Jingyuan Sun, Shaonan Wang, Jiajun Zhang, Chengqing Zong
2020Distinguishing Between Foreground and Background Events in News.
Mohammed Aldawsari, Adrián Pérez, Deya Banisakher, Mark A. Finlayson
2020Diverse Keyphrase Generation with Neural Unlikelihood Training.
Hareesh Bahuleyan, Layla El Asri
2020Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs.
Shogo Fujita, Tomohide Shibata, Manabu Okumura
2020Diverse dialogue generation with context dependent dynamic loss function.
Ayaka Ueyama, Yoshinobu Kano
2020Do Neural Language Models Overcome Reporting Bias?
Vered Shwartz, Yejin Choi
2020Do Word Embeddings Capture Spelling Variation?
Dong Nguyen, Jack Grieve
2020DoLFIn: Distributions over Latent Features for Interpretability.
Phong Le, Willem H. Zuidema
2020DocBank: A Benchmark Dataset for Document Layout Analysis.
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
2020Document-level Relation Extraction with Dual-tier Heterogeneous Graph.
Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Tingwen Liu, Hengzhu Tang, Yubin Wang, Li Guo
2020Does Chinese BERT Encode Word Structure?
Yile Wang, Leyang Cui, Yue Zhang
2020Does Gender Matter? Towards Fairness in Dialogue Systems.
Haochen Liu, Jamell Dacon, Wenqi Fan, Hui Liu, Zitao Liu, Jiliang Tang
2020Domain Transfer based Data Augmentation for Neural Query Translation.
Liang Yao, Baosong Yang, Haibo Zhang, Boxing Chen, Weihua Luo
2020Domain-Specific Sentiment Lexicons Induced from Labeled Documents.
S. M. Mazharul Islam, Xin Dong, Gerard de Melo
2020Don't Invite BERT to Drink a Bottle: Modeling the Interpretation of Metonymies Using BERT and Distributional Representations.
Paolo Pedinotti, Alessandro Lenci
2020Don't Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities.
Carla Pérez-Almendros, Luis Espinosa Anke, Steven Schockaert
2020Don't take "nswvtnvakgxpm" for an answer -The surprising vulnerability of automatic content scoring systems to adversarial input.
Yuning Ding, Brian Riordan, Andrea Horbach, Aoife Cahill, Torsten Zesch
2020Dual Attention Model for Citation Recommendation.
Yang Zhang, Qiang Ma
2020Dual Attention Network for Cross-lingual Entity Alignment.
Jian Sun, Yu Zhou, Chengqing Zong
2020Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems.
Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang
2020Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation.
Woohwan Jung, Kyuseok Shim
2020Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation.
Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier
2020Dynamic Curriculum Learning for Low-Resource Neural Machine Translation.
Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu
2020Dynamic Topic Tracker for KB-to-Text Generation.
Zihao Fu, Lidong Bing, Wai Lam, Shoaib Jameel
2020Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised Learning.
Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu
2020Effective Few-Shot Classification with Transfer Learning.
Aakriti Gupta, Kapil Thadani, Neil O'Hare
2020Effective Use of Target-side Context for Neural Machine Translation.
Hideya Mino, Hitoshi Ito, Isao Goto, Ichiro Yamada, Takenobu Tokunaga
2020Embedding Dynamic Attributed Networks by Modeling the Evolution Processes.
Zenan Xu, Zijing Ou, Qinliang Su, Jianxing Yu, Xiaojun Quan, Zhenkun Lin
2020Embedding Meta-Textual Information for Improved Learning to Rank.
Toshitaka Kuwa, Shigehiko Schamoni, Stefan Riezler
2020Embedding Semantic Taxonomies.
Alyssa Lees, Chris Welty, Shubin Zhao, Jacek Korycki, Sara Mc Carthy
2020Emergent Communication Pretraining for Few-Shot Machine Translation.
Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2020Emotion Classification by Jointly Learning to Lexiconize and Classify.
Deyu Zhou, Shuangzhi Wu, Qing Wang, Jun Xie, Zhaopeng Tu, Mu Li
2020EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation.
Qintong Li, Hongshen Chen, Zhaochun Ren, Pengjie Ren, Zhaopeng Tu, Zhumin Chen
2020Enabling Interactive Transcription in an Indigenous Community.
Éric Le Ferrand, Steven Bird, Laurent Besacier
2020Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks.
Steven Derby, Paul Miller, Barry Devereux
2020End to End Chinese Lexical Fusion Recognition with Sememe Knowledge.
Yijiang Liu, Meishan Zhang, Donghong Ji
2020End-to-End Emotion-Cause Pair Extraction with Graph Convolutional Network.
Ying Chen, Wenjun Hou, Shoushan Li, Caicong Wu, Xiaoqiang Zhang
2020Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base.
Boran Hao, Henghui Zhu, Ioannis Ch. Paschalidis
2020Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks.
Peng Cui, Le Hu, Yuanchao Liu
2020Enhancing Neural Models with Vulnerability via Adversarial Attack.
Rong Zhang, Qifei Zhou, Bo An, Weiping Li, Tong Mo, Bo Wu
2020Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition.
Cedric Lothritz, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein
2020Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News.
Maike Guderlei, Matthias Aßenmacher
2020Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings.
Yutao Zeng, Xiaolong Jin, Saiping Guan, Jiafeng Guo, Xueqi Cheng
2020Event-Guided Denoising for Multilingual Relation Learning.
Amith Ananthram, Emily Allaway, Kathleen R. McKeown
2020Expert Concept-Modeling Ground Truth Construction for Word Embeddings Evaluation in Concept-Focused Domains.
Arianna Betti, Martin Reynaert, Thijs Ossenkoppele, Yvette Oortwijn, Andrew Salway, Jelke Bloem
2020Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering.
Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
2020Explainable Automated Fact-Checking: A Survey.
Neema Kotonya, Francesca Toni
2020Explainable and Sparse Representations of Academic Articles for Knowledge Exploration.
Keng-Te Liao, Zhihong Shen, Chiyuan Huang, Chieh-Han Wu, Po-Chun Chen, Kuansan Wang, Shou-De Lin
2020Exploiting Microblog Conversation Structures to Detect Rumors.
Jiawen Li, Yudianto Sujana, Hung-Yu Kao
2020Exploiting Narrative Context and A Priori Knowledge of Categories in Textual Emotion Classification.
Hikari Tanabe, Tetsuji Ogawa, Tetsunori Kobayashi, Yoshihiko Hayashi
2020Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization.
Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li
2020Exploiting a lexical resource for discourse connective disambiguation in German.
Peter Bourgonje, Manfred Stede
2020Exploring Amharic Sentiment Analysis from Social Media Texts: Building Annotation Tools and Classification Models.
Seid Muhie Yimam, Hizkiel Mitiku Alemayehu, Abinew Ali Ayele, Chris Biemann
2020Exploring Controllable Text Generation Techniques.
Shrimai Prabhumoye, Alan W. Black, Ruslan Salakhutdinov
2020Exploring Cross-sentence Contexts for Named Entity Recognition with BERT.
Jouni Luoma, Sampo Pyysalo
2020Exploring End-to-End Differentiable Natural Logic Modeling.
Yufei Feng, Zi'ou Zheng, Quan Liu, Michael A. Greenspan, Xiaodan Zhu
2020Exploring Question-Specific Rewards for Generating Deep Questions.
Yuxi Xie, Liangming Pan, Dongzhe Wang, Min-Yen Kan, Yansong Feng
2020Exploring the Language of Data.
Gábor Bella, Linda Gremes, Fausto Giunchiglia
2020Exploring the Value of Personalized Word Embeddings.
Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas, Rada Mihalcea
2020Exploring the zero-shot limit of FewRel.
Alberto Cetoli
2020Extracting Adherence Information from Electronic Health Records.
Jordan Sanders, Meghana Gudala, Kathleen E. Hamilton, Nishtha Prasad, Jordan Godfrey-Stovall, Eduardo Blanco, Jane Elizabeth Hamilton, Kirk Roberts
2020FASTMATCH: Accelerating the Inference of BERT-based Text Matching.
Shuai Pang, Jianqiang Ma, Zeyu Yan, Yang Zhang, Jianping Shen
2020Fact vs. Opinion: the Role of Argumentation Features in News Classification.
Tariq Alhindi, Smaranda Muresan, Daniel Preotiuc-Pietro
2020Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT.
Ruifeng Yuan, Zili Wang, Wenjie Li
2020Facts2Story: Controlling Text Generation by Key Facts.
Eyal Orbach, Yoav Goldberg
2020Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models.
Elena Tutubalina, Artur Kadurin, Zulfat Miftahutdinov
2020Federated Learning for Spoken Language Understanding.
Zhiqi Huang, Fenglin Liu, Yuexian Zou
2020Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network.
Chen Lyu, Weijie Liu, Ping Wang
2020Few-shot Pseudo-Labeling for Intent Detection.
Thomas Dopierre, Christophe Gravier, Julien Subercaze, Wilfried Logerais
2020Filtering Back-Translated Data in Unsupervised Neural Machine Translation.
Jyotsana Khatri, Pushpak Bhattacharyya
2020Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets.
Frank Z. Xing, Lorenzo Malandri, Yue Zhang, Erik Cambria
2020Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering.
Wei Han, Hantao Huang, Tao Han
2020Fine-grained Information Status Classification Using Discourse Context-Aware BERT.
Yufang Hou
2020Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning.
Daniel Grießhaber, Johannes Maucher, Ngoc Thang Vu
2020Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization.
Travis R. Goodwin, Max E. Savery, Dina Demner-Fushman
2020ForceReader: a BERT-based Interactive Machine Reading Comprehension Model with Attention Separation.
Zheng Chen, Kangjian Wu
2020Formality Style Transfer with Shared Latent Space.
Yunli Wang, Yu Wu, Lili Mou, Zhoujun Li, Wen-Han Chao
2020Free the Plural: Unrestricted Split-Antecedent Anaphora Resolution.
Juntao Yu, Nafise Sadat Moosavi, Silviu Paun, Massimo Poesio
2020French Biomedical Text Simplification: When Small and Precise Helps.
Rémi Cardon, Natalia Grabar
2020From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation.
Patrick Huber, Giuseppe Carenini
2020GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion.
Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah
2020GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation.
Zhijing Jin, Qipeng Guo, Xipeng Qiu, Zheng Zhang
2020Generalized Shortest-Paths Encoders for AMR-to-Text Generation.
Lisa Jin, Daniel Gildea
2020Generating Diverse Corrections with Local Beam Search for Grammatical Error Correction.
Kengo Hotate, Masahiro Kaneko, Mamoru Komachi
2020Generating Equation by Utilizing Operators : GEO model.
Kyung Seo Ki, Donggeon Lee, Bugeun Kim, Gahgene Gweon
2020Generating Instructions at Different Levels of Abstraction.
Arne Köhn, Julia Wichlacz, Álvaro Torralba, Daniel Höller, Jörg Hoffmann, Alexander Koller
2020Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification.
Linyi Yang, Eoin M. Kenny, Tin Lok James Ng, Yi Yang, Barry Smyth, Ruihai Dong
2020Geo-Aware Image Caption Generation.
Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno, Yoad Winter
2020German's Next Language Model.
Branden Chan, Stefan Schweter, Timo Möller
2020Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction.
Huiwei Zhou, Yibin Xu, Weihong Yao, Zhe Liu, Chengkun Lang, Haibin Jiang
2020Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification.
Aleksandra Edwards, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece
2020Grammatical error detection in transcriptions of spoken English.
Andrew Caines, Christian Bentz, Kate M. Knill, Marek Rei, Paula Buttery
2020Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction.
Angrosh Mandya, Danushka Bollegala, Frans Coenen
2020Graph Enhanced Dual Attention Network for Document-Level Relation Extraction.
Bo Li, Wei Ye, Zhonghao Sheng, Rui Xie, Xiangyu Xi, Shikun Zhang
2020Graph-Based Knowledge Integration for Question Answering over Dialogue.
Jian Liu, Dianbo Sui, Kang Liu, Jun Zhao
2020HOLMS: Alternative Summary Evaluation with Large Language Models.
Yassine Mrabet, Dina Demner-Fushman
2020Handling Anomalies of Synthetic Questions in Unsupervised Question Answering.
Giwon Hong, Junmo Kang, Doyeon Lim, Sung-Hyon Myaeng
2020Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages.
Diptesh Kanojia, Raj Dabre, Shubham Dewangan, Pushpak Bhattacharyya, Gholamreza Haffari, Malhar Kulkarni
2020HateGAN: Adversarial Generative-Based Data Augmentation for Hate Speech Detection.
Rui Cao, Roy Ka-Wei Lee
2020Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity.
Hamza Harkous, Isabel Groves, Amir Saffari
2020Heterogeneous Graph Neural Networks to Predict What Happen Next.
Jianming Zheng, Fei Cai, Yanxiang Ling, Honghui Chen
2020Heterogeneous Recycle Generation for Chinese Grammatical Error Correction.
Charles Hinson, Hen-Hsen Huang, Hsin-Hsi Chen
2020HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations.
Jingye Li, Donghong Ji, Fei Li, Meishan Zhang, Yijiang Liu
2020Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.
Zhongfen Deng, Hao Peng, Congying Xia, Jianxin Li, Lifang He, Philip S. Yu
2020Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism.
Shirong Shen, Guilin Qi, Zhen Li, Sheng Bi, Lusheng Wang
2020Hierarchical Text Segmentation for Medieval Manuscripts.
Amir Hazem, Béatrice Daille, Dominique Stutzmann, Christopher Kermorvant, Louis Chevalier
2020Hierarchical Trivia Fact Extraction from Wikipedia Articles.
Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura
2020Homonym normalisation by word sense clustering: a case in Japanese.
Yo Sato, Kevin Heffernan
2020How Domain Terminology Affects Meeting Summarization Performance.
Jia Jin Koay, Alexander Roustai, Xiaojin Dai, Dillon Burns, Alec Kerrigan, Fei Liu
2020How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention.
Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo
2020How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text.
Chihiro Shibata, Kei Uchiumi, Daichi Mochihashi
2020How Positive Are You: Text Style Transfer using Adaptive Style Embedding.
Heejin Kim, Kyung-Ah Sohn
2020How Relevant Are Selectional Preferences for Transformer-based Language Models?
Eleni Metheniti, Tim Van de Cruys, Nabil Hathout
2020How coherent are neural models of coherence?
Leila Pishdad, Federico Fancellu, Ran Zhang, Afsaneh Fazly
2020Human or Neural Translation?
Shivendra Bhardwaj, David Alfonso-Hermelo, Philippe Langlais, Gabriel Bernier-Colborne, Cyril Goutte, Michel Simard
2020Humans Meet Models on Object Naming: A New Dataset and Analysis.
Carina Silberer, Sina Zarrieß, Matthijs Westera, Gemma Boleda
2020Hy-NLI: a Hybrid system for Natural Language Inference.
Aikaterini-Lida Kalouli, Richard S. Crouch, Valeria de Paiva
2020I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning.
Jungwoo Lim, Dongsuk Oh, Yoonna Jang, Kisu Yang, Heuiseok Lim
2020Identifying Annotator Bias: A new IRT-based method for bias identification.
Jacopo Amidei, Paul Piwek, Alistair Willis
2020Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework.
Shweta Yadav, Jainish Chauhan, Joy Prakash Sain, Krishnaprasad Thirunarayan, Amit P. Sheth, Jeremiah Schumm
2020Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition.
Ngoc Phuoc An Vo, Irene Manotas, Vadim Sheinin, Octavian Popescu
2020Image Caption Generation for News Articles.
Zhishen Yang, Naoaki Okazaki
2020Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games.
Alessandro Suglia, Antonio Vergari, Ioannis Konstas, Yonatan Bisk, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon
2020Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words.
Lulu Zhao, Weiran Xu, Jun Guo
2020Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources.
Qianglong Chen, Feng Ji, Haiqing Chen, Yin Zhang
2020Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning.
Jon Ander Campos, Kyunghyun Cho, Arantxa Otegi, Aitor Soroa, Eneko Agirre, Gorka Azkune
2020Improving Document-Level Sentiment Analysis with User and Product Context.
Chenyang Lyu, Jennifer Foster, Yvette Graham
2020Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation.
Zhaohong Wan, Xiaojun Wan, Wenguang Wang
2020Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution.
David Q. Sun, Hadas Kotek, Christopher Klein, Mayank Gupta, William Li, Jason D. Williams
2020Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention.
Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou, Chengqi Zhang
2020Improving Low-Resource NMT through Relevance Based Linguistic Features Incorporation.
Abhisek Chakrabarty, Raj Dabre, Chenchen Ding, Masao Utiyama, Eiichiro Sumita
2020Improving Relation Extraction with Relational Paraphrase Sentences.
Junjie Yu, Tong Zhu, Wenliang Chen, Wei Zhang, Min Zhang
2020Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation.
Valentin Barrière, Alexandra Balahur
2020Improving Spoken Language Understanding by Wisdom of Crowds.
Koichiro Yoshino, Kana Ikeuchi, Katsuhito Sudoh, Satoshi Nakamura
2020Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation.
Ruizhe Li, Xiao Li, Guanyi Chen, Chenghua Lin
2020Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models.
Phong Ha, Shanshan Zhang, Nemanja Djuric, Slobodan Vucetic
2020Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods.
Stefan Larson, Adrian Cheung, Anish Mahendran, Kevin Leach, Jonathan K. Kummerfeld
2020Incorporating Inner-word and Out-word Features for Mongolian Morphological Segmentation.
Na Liu, Xiangdong Su, Haoran Zhang, Guanglai Gao, Feilong Bao
2020Incorporating Noisy Length Constraints into Transformer with Length-aware Positional Encodings.
Yui Oka, Katsuki Chousa, Katsuhito Sudoh, Satoshi Nakamura
2020Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension.
Shaoru Guo, Yong Guan, Ru Li, Xiaoli Li, Hongye Tan
2020Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention.
Philipp Dufter, Martin Schmitt, Hinrich Schütze
2020Incremental Neural Lexical Coherence Modeling.
Sungho Jeon, Michael Strube
2020IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP.
Fajri Koto, Afshin Rahimi, Jey Han Lau, Timothy Baldwin
2020Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models.
Meiqi Guo, Rebecca Hwa, Yu-Ru Lin, Wen-Ting Chung
2020Informative Manual Evaluation of Machine Translation Output.
Maja Popovic
2020Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism.
Pan Xie, Zhi Cui, Xiuying Chen, Xiaohui Hu, Jianwei Cui, Bin Wang
2020IntKB: A Verifiable Interactive Framework for Knowledge Base Completion.
Bernhard Kratzwald, Kunpeng Guo, Stefan Feuerriegel, Dennis Diefenbach
2020Integrating Domain Terminology into Neural Machine Translation.
Elise Michon, Josep Maria Crego, Jean Senellart
2020Integrating External Event Knowledge for Script Learning.
Shangwen Lv, Fuqing Zhu, Songlin Hu
2020Integrating User History into Heterogeneous Graph for Dialogue Act Recognition.
Dong Wang, Ziran Li, Haitao Zheng, Ying Shen
2020Intent Mining from past conversations for Conversational Agent.
Ajay Chatterjee, Shubhashis Sengupta
2020Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning.
Chunpu Xu, Yu Li, Chengming Li, Xiang Ao, Min Yang, Jinwen Tian
2020Interactive Word Completion for Morphologically Complex Languages.
William Lane, Steven Bird
2020Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition.
Huibin Ruan, Yu Hong, Yang Xu, Zhen Huang, Guodong Zhou, Min Zhang
2020Intermediate Self-supervised Learning for Machine Translation Quality Estimation.
Raphael Rubino, Eiichiro Sumita
2020Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths.
Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy
2020Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection.
Yang Deng, Wenxuan Zhang, Wai Lam
2020Intra-Correlation Encoding for Chinese Sentence Intention Matching.
Xu Zhang, Yifeng Li, Wenpeng Lu, Ping Jian, Guoqiang Zhang
2020Intrinsic Quality Assessment of Arguments.
Henning Wachsmuth, Till Werner
2020Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme.
Coleman Haley, Paul Smolensky
2020Investigating Catastrophic Forgetting During Continual Training for Neural Machine Translation.
Shuhao Gu, Yang Feng
2020Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection.
Disha Jindal, Daniel Deutsch, Dan Roth
2020Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation.
Bryan Eikema, Wilker Aziz
2020Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks.
Guimin Chen, Yuanhe Tian, Yan Song
2020Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams.
Yuanhe Tian, Yan Song, Fei Xia
2020Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement.
Yanguang Chen, Yuanyuan Sun, Zhihao Yang, Hongfei Lin
2020Joint Event Extraction with Hierarchical Policy Network.
Peixin Huang, Xiang Zhao, Ryuichi Takanobu, Zhen Tan, Weidong Xiao
2020Joint Persian Word Segmentation Correction and Zero-Width Non-Joiner Recognition Using BERT.
Ehsan Doostmohammadi, Minoo Nassajian, Adel Rahimi
2020Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages.
Emil Biju, Anirudh Sriram, Mitesh M. Khapra, Pratyush Kumar
2020Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis.
Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Ruifeng Xu
2020KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi.
Rubungo Andre Niyongabo, Hong Qu, Julia Kreutzer, Li Huang
2020Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication.
Ruize Wang, Zhongyu Wei, Ying Cheng, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang
2020KeyGames: A Game Theoretic Approach to Automatic Keyphrase Extraction.
Arnav Saxena, Mudit Mangal, Goonjan Jain
2020KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision.
Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao
2020Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer.
Duzhen Zhang, Xiuyi Chen, Shuang Xu, Bo Xu
2020Knowledge Base Embedding By Cooperative Knowledge Distillation.
Raphaël Sourty, José G. Moreno, François-Paul Servant, Lynda Tamine-Lechani
2020Knowledge Graph Embedding with Atrous Convolution and Residual Learning.
Feiliang Ren, Juchen Li, Huihui Zhang, Shilei Liu, Bochao Li, Ruicheng Ming, Yujia Bai
2020Knowledge Graph Embeddings in Geometric Algebras.
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
2020Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity.
Yang Zhao, Lu Xiang, Junnan Zhu, Jiajun Zhang, Yu Zhou, Chengqing Zong
2020Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs.
Zikang Wang, Linjing Li, Daniel Zeng
2020Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases.
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Yongzhen Wang, Guilin Qi
2020LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization.
Nurul Lubis, Christian Geishauser, Michael Heck, Hsien-Chin Lin, Marco Moresi, Carel van Niekerk, Milica Gasic
2020Label Correction Model for Aspect-based Sentiment Analysis.
Qianlong Wang, Jiangtao Ren
2020LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression.
Yihuan Mao, Yujing Wang, Chufan Wu, Chen Zhang, Yang Wang, Quanlu Zhang, Yaming Yang, Yunhai Tong, Jing Bai
2020Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus.
Isaac Caswell, Theresa Breiner, Daan van Esch, Ankur Bapna
2020Language Model Transformers as Evaluators for Open-domain Dialogues.
Rostislav Nedelchev, Jens Lehmann, Ricardo Usbeck
2020Language-Driven Region Pointer Advancement for Controllable Image Captioning.
Annika Lindh, Robert J. Ross, John D. Kelleher
2020Layer-Wise Multi-View Learning for Neural Machine Translation.
Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu
2020Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification.
Qi Shi, Yu Zhang, Qingyu Yin, Ting Liu
2020Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension.
Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu
2020Learning Efficient Task-Specific Meta-Embeddings with Word Prisms.
Jingyi He, Konstantinos C. Tsiolis, Kian Kenyon-Dean, Jackie Chi Kit Cheung
2020Learning Health-Bots from Training Data that was Automatically Created using Paraphrase Detection and Expert Knowledge.
Anna Liednikova, Philippe Jolivet, Alexandre Durand-Salmon, Claire Gardent
2020Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments.
Feng Nie, Jinpeng Wang, Chin-Yew Lin
2020Learning distributed sentence vectors with bi-directional 3D convolutions.
Bin Liu, Liang Wang, Guosheng Yin
2020Learning from Non-Binary Constituency Trees via Tensor Decomposition.
Daniele Castellana, Davide Bacciu
2020Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training.
Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao
2020Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks.
Trapit Bansal, Rishikesh Jha, Andrew McCallum
2020Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction.
Bowen Yu, Mengge Xue, Zhenyu Zhang, Tingwen Liu, Yubin Wang, Bin Wang
2020Learning with Contrastive Examples for Data-to-Text Generation.
Yui Uehara, Tatsuya Ishigaki, Kasumi Aoki, Hiroshi Noji, Keiichi Goshima, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao
2020Leveraging Discourse Rewards for Document-Level Neural Machine Translation.
Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi
2020Leveraging HTML in Free Text Web Named Entity Recognition.
Colin Ashby, David Weir
2020Leveraging WordNet Paths for Neural Hypernym Prediction.
Yejin Cho, Juan Diego Rodriguez, Yifan Gao, Katrin Erk
2020Lexical Relation Mining in Neural Word Embeddings.
Aishwarya Jadhav, Yifat Amir, Zachary A. Pardos
2020Lin: Unsupervised Extraction of Tasks from Textual Communication.
Parth Diwanji, Hui Guo, Munindar P. Singh, Anup K. Kalia
2020Linguistic Profiling of a Neural Language Model.
Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
2020Living Machines: A study of atypical animacy.
Mariona Coll Ardanuy, Federico Nanni, Kaspar Beelen, Kasra Hosseini, Ruth Ahnert, Jon Lawrence, Katherine McDonough, Giorgia Tolfo, Daniel C. S. Wilson, Barbara McGillivray
2020Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification.
Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen
2020Lost in Back-Translation: Emotion Preservation in Neural Machine Translation.
Enrica Troiano, Roman Klinger, Sebastian Padó
2020MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations.
Mauajama Firdaus, Hardik Chauhan, Asif Ekbal, Pushpak Bhattacharyya
2020METNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment Analysis.
Bin Jiang, Jing Hou, Wanyue Zhou, Chao Yang, Shihan Wang, Liang Pang
2020MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing.
Tao Zhang, Congying Xia, Chun-Ta Lu, Philip S. Yu
2020Making the Best Use of Review Summary for Sentiment Analysis.
Sen Yang, Leyang Cui, Jun Xie, Yue Zhang
2020Mama/Papa, Is this Text for Me?
Rashedur Rahman, Gwénolé Lecorvé, Aline Étienne, Delphine Battistelli, Nicolas Béchet, Jonathan Chevelu
2020Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information.
Wenyu Zhao, Dong Zhou, Lin Li, Jinjun Chen
2020Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis.
Olga Majewska, Ivan Vulic, Diana McCarthy, Anna Korhonen
2020ManyEnt: A Dataset for Few-shot Entity Typing.
Markus Eberts, Kevin Pech, Adrian Ulges
2020Mark-Evaluate: Assessing Language Generation using Population Estimation Methods.
Gonçalo Mordido, Christoph Meinel
2020Measuring Correlation-to-Causation Exaggeration in Press Releases.
Bei Yu, Jun Wang, Lu Guo, Yingya Li
2020MedWriter: Knowledge-Aware Medical Text Generation.
Youcheng Pan, Qingcai Chen, Weihua Peng, Xiaolong Wang, Baotian Hu, Xin Liu, Junying Chen, Wenxiu Zhou
2020Medical Knowledge-enriched Textual Entailment Framework.
Shweta Yadav, Vishal Pallagani, Amit P. Sheth
2020Meet Changes with Constancy: Learning Invariance in Multi-Source Translation.
Jianfeng Liu, Ling Luo, Xiang Ao, Yan Song, Haoran Xu, Jian Ye
2020Meta-Information Guided Meta-Learning for Few-Shot Relation Classification.
Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2020Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics.
Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, Pengfei Liu
2020Mining Crowdsourcing Problems from Discussion Forums of Workers.
Zahra Nouri, Henning Wachsmuth, Gregor Engels
2020Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks.
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He
2020Modality Enriched Neural Network for Metaphor Detection.
Mingyu Wan, Baixi Xing
2020Modeling Event Salience in Narratives via Barthes' Cardinal Functions.
Takaki Otake, Sho Yokoi, Naoya Inoue, Ryo Takahashi, Tatsuki Kuribayashi, Kentaro Inui
2020Modeling Evolution of Message Interaction for Rumor Resolution.
Lei Chen, Zhongyu Wei, Jing Li, Baohua Zhou, Qi Zhang, Xuanjing Huang
2020Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions.
Jingye Li, Hao Fei, Donghong Ji
2020Modeling language evolution and feature dynamics in a realistic geographic environment.
Rhea Kapur, Phillip Rogers
2020Modelling Long-distance Node Relations for KBQA with Global Dynamic Graph.
Xu Wang, Shuai Zhao, Jiale Han, Bo Cheng, Hao Yang, Jianchang Ao, Zhenzi Li
2020Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure.
Jiaqi Li, Ming Liu, Min-Yen Kan, Zihao Zheng, Zekun Wang, Wenqiang Lei, Ting Liu, Bing Qin
2020Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations.
Sheng Liang, Philipp Dufter, Hinrich Schütze
2020Morphological disambiguation from stemming data.
Antoine Nzeyimana
2020Morphologically Aware Word-Level Translation.
Paula Czarnowska, Sebastian Ruder, Ryan Cotterell, Ann A. Copestake
2020Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models.
Bosung Kim, Taesuk Hong, Youngjoong Ko, Jungyun Seo
2020Multi-Word Lexical Simplification.
Piotr Przybyla, Matthew Shardlow
2020Multi-choice Relational Reasoning for Machine Reading Comprehension.
Wuya Chen, Xiaojun Quan, Chunyu Kit, Zhengcheng Min, Jiahai Wang
2020Multi-grained Chinese Word Segmentation with Weakly Labeled Data.
Chen Gong, Zhenghua Li, Bowei Zou, Min Zhang
2020Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing.
Bo Shao, Yeyun Gong, Weizhen Qi, Nan Duan, Xiaola Lin
2020Multilingual Epidemiological Text Classification: A Comparative Study.
Stephen Mutuvi, Emanuela Boros, Antoine Doucet, Adam Jatowt, Gaël Lejeune, Moses Odeo
2020Multilingual Irony Detection with Dependency Syntax and Neural Models.
Alessandra Teresa Cignarella, Valerio Basile, Manuela Sanguinetti, Cristina Bosco, Paolo Rosso, Farah Benamara
2020Multilingual Neural RST Discourse Parsing.
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2020Multimodal Review Generation with Privacy and Fairness Awareness.
Xuan-Son Vu, Thanh-Son Nguyen, Duc-Trong Le, Lili Jiang
2020Multimodal Sentence Summarization via Multimodal Selective Encoding.
Haoran Li, Junnan Zhu, Jiajun Zhang, Xiaodong He, Chengqing Zong
2020Multimodal Topic-Enriched Auxiliary Learning for Depression Detection.
Minghui An, Jingjing Wang, Shoushan Li, Guodong Zhou
2020Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations.
Yash Kankanampati, Joseph Le Roux, Nadi Tomeh, Dima Taji, Nizar Habash
2020Multitask Learning-Based Neural Bridging Reference Resolution.
Juntao Yu, Massimo Poesio
2020NUT-RC: Noisy User-generated Text-oriented Reading Comprehension.
Rongtao Huang, Bowei Zou, Yu Hong, Wei Zhang, AiTi Aw, Guodong Zhou
2020NYTWIT: A Dataset of Novel Words in the New York Times.
Yuval Pinter, Cassandra L. Jacobs, Max Bittker
2020Named Entity Recognition for Chinese biomedical patents.
Yuting Hu, Suzan Verberne
2020Native-like Expression Identification by Contrasting Native and Proficient Second Language Speakers.
Oleksandr Harust, Yugo Murawaki, Sadao Kurohashi
2020Neural Approaches for Natural Language Interfaces to Databases: A Survey.
Radu Cristian Alexandru Iacob, Florin Brad, Elena Simona Apostol, Ciprian-Octavian Truica, Ionel-Alexandru Hosu, Traian Rebedea
2020Neural Automated Essay Scoring Incorporating Handcrafted Features.
Masaki Uto, Yikuan Xie, Maomi Ueno
2020Neural Language Modeling for Named Entity Recognition.
Zhihong Lei, Weiyue Wang, Christian Dugast, Hermann Ney
2020Neural Machine Translation Models with Back-Translation for the Extremely Low-Resource Indigenous Language Bribri.
Isaac Feldman, Rolando Coto-Solano
2020Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task.
Sahar Ghannay, Christophe Servan, Sophie Rosset
2020Neural Transduction for Multilingual Lexical Translation.
Dylan Lewis, Winston Wu, Arya D. McCarthy, David Yarowsky
2020Neural Unsupervised Domain Adaptation in NLP - A Survey.
Alan Ramponi, Barbara Plank
2020Neural text normalization leveraging similarities of strings and sounds.
Riku Kawamura, Tatsuya Aoki, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura
2020New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT?
Jakub Piskorski, Jacek Haneczok, Guillaume Jacquet
2020News Editorials: Towards Summarizing Long Argumentative Texts.
Shahbaz Syed, Roxanne El Baff, Johannes Kiesel, Khalid Al Khatib, Benno Stein, Martin Potthast
2020Noise Isn't Always Negative: Countering Exposure Bias in Sequence-to-Sequence Inflection Models.
Garrett Nicolai, Miikka Silfverberg
2020Normalizing Compositional Structures Across Graphbanks.
Lucia Donatelli, Jonas Groschwitz, Matthias Lindemann, Alexander Koller, Pia Weißenhorn
2020Offensive Language Detection on Video Live Streaming Chat.
Zhiwei Gao, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
2020On the Faithfulness for E-commerce Product Summarization.
Peng Yuan, Haoran Li, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou
2020On the Helpfulness of Document Context to Sentence Simplification.
Renliang Sun, Zhe Lin, Xiaojun Wan
2020On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages.
Satwik Bhattamishra, Kabir Ahuja, Navin Goyal
2020One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music Comment.
Tengfei Huo, Zhiqiang Liu, Jinchao Zhang, Jie Zhou
2020Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English.
Maha Elbayad, Michael Ustaszewski, Emmanuelle Esperança-Rodier, Francis Brunet-Manquat, Jakob Verbeek, Laurent Besacier
2020Optimizing Transformer for Low-Resource Neural Machine Translation.
Ali Araabi, Christof Monz
2020Out-of-Task Training for Dialog State Tracking Models.
Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Carel van Niekerk, Milica Gasic
2020PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response Generation.
Bin Jiang, Wanyue Zhou, Jingxu Yang, Chao Yang, Shihan Wang, Liang Pang
2020PG-GSQL: Pointer-Generator Network with Guide Decoding for Cross-Domain Context-Dependent Text-to-SQL Generation.
Huajie Wang, Mei Li, Lei Chen
2020Parsers Know Best: German PP Attachment Revisited.
Bich-Ngoc Do, Ines Rehbein
2020Personalized Multimodal Feedback Generation in Education.
Haochen Liu, Zitao Liu, Zhongqin Wu, Jiliang Tang
2020PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents.
Ryo Fujii, Masato Mita, Kaori Abe, Kazuaki Hanawa, Makoto Morishita, Jun Suzuki, Kentaro Inui
2020Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage.
Ella Rabinovich, Hila Gonen, Suzanne Stevenson
2020Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis.
Michael A. Lepori, R. Thomas McCoy
2020PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction.
Yichun Yin, Chenguang Wang, Ming Zhang
2020Pointing to Select: A Fast Pointer-LSTM for Long Text Classification.
Jinhua Du, Yan Huang, Karo Moilanen
2020Pointing to Subwords for Generating Function Names in Source Code.
Shogo Fujita, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura
2020Porous Lattice Transformer Encoder for Chinese NER.
Mengge Xue, Bowen Yu, Tingwen Liu, Yue Zhang, Erli Meng, Bin Wang
2020Pre-trained Language Model Based Active Learning for Sentence Matching.
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao, Zaiqing Nie
2020Predicting Clickbait Strength in Online Social Media.
Vijayasaradhi Indurthi, Bakhtiyar Syed, Manish Gupta, Vasudeva Varma
2020Predicting Personal Opinion on Future Events with Fingerprints.
Fan Yang, Eduard C. Dragut, Arjun Mukherjee
2020Predicting Stance Change Using Modular Architectures.
Aldo Porco, Dan Goldwasser
2020Priorless Recurrent Networks Learn Curiously.
Jeff Mitchell, Jeffrey S. Bowers
2020Probing Multilingual BERT for Genetic and Typological Signals.
Taraka Rama, Lisa Beinborn, Steffen Eger
2020Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case.
Adam Dahlgren Lindström, Johanna Björklund, Suna Bensch, Frank Drewes
2020Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020
Donia Scott, Núria Bel, Chengqing Zong
2020QANom: Question-Answer driven SRL for Nominalizations.
Ayal Klein, Jonathan Mamou, Valentina Pyatkin, Daniela Stepanov, Hangfeng He, Dan Roth, Luke Zettlemoyer, Ido Dagan
2020R-VGAE: Relational-variational Graph Autoencoder for Unsupervised Prerequisite Chain Learning.
Irene Li, Alexander R. Fabbri, Swapnil Hingmire, Dragomir R. Radev
2020RANCC: Rationalizing Neural Networks via Concept Clustering.
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
2020RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER.
Lin Sun, Jiquan Wang, Yindu Su, Fangsheng Weng, Yuxuan Sun, Zengwei Zheng, Yuanyi Chen
2020RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion.
Hao Huang, Guodong Long, Tao Shen, Jing Jiang, Chengqi Zhang
2020Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning.
Morteza Rohanian, Julian Hough
2020Read and Reason with MuSeRC and RuCoS: Datasets for Machine Reading Comprehension for Russian.
Alena Fenogenova, Vladislav Mikhailov, Denis Shevelev
2020Real-Valued Logics for Typological Universals: Framework and Application.
Tillmann Dönicke, Xiang Yu, Jonas Kuhn
2020Reasoning Requirements for Indirect Speech Act Interpretation.
Vasanth Sarathy, Alexander Tsuetaki, Antonio Roque, Matthias Scheutz
2020Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network.
Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou
2020Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey.
Samuel Louvan, Bernardo Magnini
2020Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization.
Dongyub Lee, Myeongcheol Shin, Taesun Whang, Seungwoo Cho, Byeongil Ko, Daniel Lee, EungGyun Kim, Jaechoon Jo
2020Referring to what you know and do not know: Making Referring Expression Generation Models Generalize To Unseen Entities.
Rossana Cunha, Thiago Castro Ferreira, Adriana S. Pagano, Fábio Alves
2020Regrexit or not Regrexit: Aspect-based Sentiment Analysis in Polarized Contexts.
Vorakit Vorakitphan, Marco Guerini, Elena Cabrio, Serena Villata
2020Regularized Attentive Capsule Network for Overlapped Relation Extraction.
Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao
2020Reinforced Multi-task Approach for Multi-hop Question Generation.
Deepak Gupta, Hardik Chauhan, Ravi Tej Akella, Asif Ekbal, Pushpak Bhattacharyya
2020Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming.
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
2020Rethinking Skip Connection with Layer Normalization.
Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou
2020Rethinking the Value of Transformer Components.
Wenxuan Wang, Zhaopeng Tu
2020Retrieval-Augmented Controllable Review Generation.
Jihyeok Kim, Seungtaek Choi, Reinald Kim Amplayo, Seung-won Hwang
2020Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework.
Akshay Bhola, Kishaloy Halder, Animesh Prasad, Min-Yen Kan
2020Revitalization of Indigenous Languages through Pre-processing and Neural Machine Translation: The case of Inuktitut.
Ngoc Tan Le, Fatiha Sadat
2020Rhetoric, Logic, and Dialectic: Advancing Theory-based Argument Quality Assessment in Natural Language Processing.
Anne Lauscher, Lily Ng, Courtney Napoles, Joel R. Tetreault
2020RoBERT - A Romanian BERT Model.
Mihai Masala, Stefan Ruseti, Mihai Dascalu
2020Robust Machine Reading Comprehension by Learning Soft labels.
Zhenyu Zhao, Shuangzhi Wu, Muyun Yang, Kehai Chen, Tiejun Zhao
2020Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training.
Haipeng Sun, Rui Wang, Kehai Chen, Xugang Lu, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao
2020RuSemShift: a dataset of historical lexical semantic change in Russian.
Julia Rodina, Andrey Kutuzov
2020SLICE: Supersense-based Lightweight Interpretable Contextual Embeddings.
Cindy Aloui, Carlos Ramisch, Alexis Nasr, Lucie Barque
2020SOME: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error Correction.
Ryoma Yoshimura, Masahiro Kaneko, Tomoyuki Kajiwara, Mamoru Komachi
2020SQL Generation via Machine Reading Comprehension.
Zeyu Yan, Jianqiang Ma, Yang Zhang, Jianping Shen
2020SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis.
Minping Chen, Xia Li
2020SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers.
T. Y. S. S. Santosh, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, Partha Pratim Das
2020Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model.
Sungrae Park, Geewook Kim, Junyeop Lee, Junbum Cha, Ji-Hoon Kim, Hwalsuk Lee
2020Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings.
Jaydeep Sen, Tanaya Babtiwale, Kanishk Saxena, Yash Butala, Sumit Bhatia, Karthik Sankaranarayanan
2020Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning.
Seoyeon Park, Cornelia Caragea
2020Second-Order Unsupervised Neural Dependency Parsing.
Songlin Yang, Yong Jiang, Wenjuan Han, Kewei Tu
2020Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels.
Miruna Pislar, Marek Rei
2020Semantic Role Labeling with Heterogeneous Syntactic Knowledge.
Qingrong Xia, Rui Wang, Zhenghua Li, Yue Zhang, Min Zhang
2020Semi-Supervised Dependency Parsing with Arc-Factored Variational Autoencoding.
Ge Wang, Kewei Tu
2020Semi-supervised Autoencoding Projective Dependency Parsing.
Xiao Zhang, Dan Goldwasser
2020Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations.
Ying Li, Zhenghua Li, Min Zhang
2020Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification.
Harika Abburi, Pulkit Parikh, Niyati Chhaya, Vasudeva Varma
2020Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities.
Hao Zhang, Jae Ro, Richard Sproat
2020Sentence Analogies: Linguistic Regularities in Sentence Embeddings.
Xunjie Zhu, Gerard de Melo
2020Sentence Matching with Syntax- and Semantics-Aware BERT.
Tao Liu, Xin Wang, Chengguo Lv, Ranran Zhen, Guohong Fu
2020SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis.
Jie Zhou, Junfeng Tian, Rui Wang, Yuanbin Wu, Wenming Xiao, Liang He
2020Sentiment Analysis for Emotional Speech Synthesis in a News Dialogue System.
Hiroaki Takatsu, Ryota Ando, Yoichi Matsuyama, Tetsunori Kobayashi
2020Sentiment Forecasting in Dialog.
Zhongqing Wang, Xiujun Zhu, Yue Zhang, Shoushan Li, Guodong Zhou
2020Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questions.
Matthijs Westera, Jacopo Amidei, Laia Mayol
2020Situated and Interactive Multimodal Conversations.
Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2020Solving Math Word Problems with Multi-Encoders and Multi-Decoders.
Yibin Shen, Cheqing Jin
2020Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic Representations.
Bin Ji, Jie Yu, Shasha Li, Jun Ma, Qingbo Wu, Yusong Tan, Huijun Liu
2020SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILP.
Katsuki Chousa, Masaaki Nagata, Masaaki Nishino
2020Speaker-change Aware CRF for Dialogue Act Classification.
Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis, Jean-Pierre Lorré
2020Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity.
Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
2020Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted Graphs.
Yuanhang Ren, Ye Du
2020Statistical Parsing of Tree Wrapping Grammars.
Tatiana Bladier, Jakub Waszczuk, Laura Kallmeyer
2020Story Generation with Rich Details.
Fangzhou Zhai, Vera Demberg, Alexander Koller
2020Studying Taxonomy Enrichment on Diachronic WordNet Versions.
Irina Nikishina, Varvara Logacheva, Alexander Panchenko, Natalia V. Loukachevitch
2020Style versus Content: A distinction without a (learnable) difference?
Somayeh Jafaritazehjani, Gwénolé Lecorvé, Damien Lolive, John D. Kelleher
2020Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation.
Rajdeep Sarkar, Koustava Goswami, Mihael Arcan, John P. McCrae
2020SumTitles: a Summarization Dataset with Low Extractiveness.
Valentin Malykh, Konstantin Chernis, Ekaterina Artemova, Irina Piontkovskaya
2020Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition.
Dongming Sheng, Dong Wang, Ying Shen, Haitao Zheng, Haozhuang Liu
2020Summarizing Medical Conversations via Identifying Important Utterances.
Yan Song, Yuanhe Tian, Nan Wang, Fei Xia
2020Supervised Visual Attention for Multimodal Neural Machine Translation.
Tetsuro Nishihara, Akihiro Tamura, Takashi Ninomiya, Yutaro Omote, Hideki Nakayama
2020Syllable-based Neural Thai Word Segmentation.
Pattarawat Chormai, Ponrawee Prasertsom, Jin Cheevaprawatdomrong, Attapol Rutherford
2020Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension.
Siyu Long, Ran Wang, Kun Tao, Jiali Zeng, Xinyu Dai
2020Syntactic Graph Convolutional Network for Spoken Language Understanding.
Keqing He, Shuyu Lei, Yushu Yang, Huixing Jiang, Zhongyuan Wang
2020Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction.
Oren Pereg, Daniel Korat, Moshe Wasserblat
2020Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification.
Lianzhe Huang, Xin Sun, Sujian Li, Linhao Zhang, Houfeng Wang
2020TIMBERT: Toponym Identifier For The Medical Domain Based on BERT.
MohammadReza Davari, Leila Kosseim, Tien D. Bui
2020TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking.
Yucheng Wang, Bowen Yu, Yueyang Zhang, Tingwen Liu, Hongsong Zhu, Limin Sun
2020TWEETSUM: Event oriented Social Summarization Dataset.
Ruifang He, Liangliang Zhao, Huanyu Liu
2020TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching.
Heng Gong, Yawei Sun, Xiaocheng Feng, Bing Qin, Wei Bi, Xiaojiang Liu, Ting Liu
2020Taking the Correction Difficulty into Account in Grammatical Error Correction Evaluation.
Takumi Gotou, Ryo Nagata, Masato Mita, Kazuaki Hanawa
2020Target Word Masking for Location Metonymy Resolution.
Haonan Li, Maria Vasardani, Martin Tomko, Timothy Baldwin
2020Task-Aware Representation of Sentences for Generic Text Classification.
Kishaloy Halder, Alan Akbik, Josip Krapac, Roland Vollgraf
2020TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation.
Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann
2020Temporal Relations Annotation and Extrapolation Based on Semi-intervals and Boundig Relations.
Alejandro Pimentel, Gemma Bel Enguix, Gerardo Eugenio Sierra Martínez, Azucena Montes
2020Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer's Disease Detection.
Zhiqiang Guo, Zhaoci Liu, Zhenhua Ling, Shijin Wang, Lingjing Jin, Yunxia Li
2020The ApposCorpus: a new multilingual, multi-domain dataset for factual appositive generation.
Yova Kementchedjhieva, Di Lu, Joel R. Tetreault
2020The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks.
Brihi Joshi, Neil Shah, Francesco Barbieri, Leonardo Neves
2020The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language software.
Roland Kuhn, Fineen Davis, Alain Désilets, Eric Joanis, Anna Kazantseva, Rebecca Knowles, Patrick Littell, Delaney Lothian, Aidan Pine, Caroline Running Wolf, Eddie Antonio Santos, Darlene A. Stewart, Gilles Boulianne, Vishwa Gupta, Brian Maracle Owennatékha, Akwiratékha' Martin, Christopher Cox, Marie-Odile Junker, Olivia Sammons, Delasie Torkornoo, Nathan Thanyehténhas Brinklow, Sara Child, Benoit Farley, David Huggins-Daines, Daisy Rosenblum, Heather Souter
2020The SADID Evaluation Datasets for Low-Resource Spoken Language Machine Translation of Arabic Dialects.
Wael Abid
2020The Transference Architecture for Automatic Post-Editing.
Santanu Pal, Hongfei Xu, Nico Herbig, Sudip Kumar Naskar, Antonio Krüger, Josef van Genabith
2020The Two Shades of Dubbing in Neural Machine Translation.
Alina Karakanta, Supratik Bhattacharya, Shravan Nayak, Timo Baumann, Matteo Negri, Marco Turchi
2020Tiny Word Embeddings Using Globally Informed Reconstruction.
Sora Ohashi, Mao Isogawa, Tomoyuki Kajiwara, Yuki Arase
2020To What Degree Can Language Borders Be Blurred In BERT-based Multilingual Spoken Language Understanding?
Quynh Ngoc Thi Do, Judith Gaspers, Tobias Röding, Melanie Bradford
2020ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction.
Erxin Yu, Wenjuan Han, Yuan Tian, Yi Chang
2020Token Drop mechanism for Neural Machine Translation.
Huaao Zhang, Shigui Qiu, Xiangyu Duan, Min Zhang
2020Topic-driven Ensemble for Online Advertising Generation.
Egor Nevezhin, Nikolay Butakov, Maria Khodorchenko, Maxim Petrov, Denis A. Nasonov
2020Topic-relevant Response Generation using Optimal Transport for an Open-domain Dialog System.
Shuying Zhang, Tianyu Zhao, Tatsuya Kawahara
2020Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction.
Minh Tran, Yipeng Zhang, Mohammad Soleymani
2020Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction.
Tong Zhu, Haitao Wang, Junjie Yu, Xiabing Zhou, Wenliang Chen, Wei Zhang, Min Zhang
2020Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning.
Weipeng Huang, Xingyi Cheng, Kunlong Chen, Taifeng Wang, Wei Chu
2020Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers.
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2020Towards Knowledge-Augmented Visual Question Answering.
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