| 2018 | A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation. Surafel Melaku Lakew, Mauro Cettolo, Marcello Federico |
| 2018 | A Computational Model for the Linguistic Notion of Morphological Paradigm. Miikka Silfverberg, Ling Liu, Mans Hulden |
| 2018 | A Dataset for Building Code-Mixed Goal Oriented Conversation Systems. Suman Banerjee, Nikita Moghe, Siddhartha Arora, Mitesh M. Khapra |
| 2018 | A Deep Dive into Word Sense Disambiguation with LSTM. Minh Le, Marten Postma, Jacopo Urbani, Piek Vossen |
| 2018 | A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? Jiaxun Cai, Shexia He, Zuchao Li, Hai Zhao |
| 2018 | A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification. Yudai Kishimoto, Yugo Murawaki, Sadao Kurohashi |
| 2018 | A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction. Rui Liu, Feilong Bao, Guanglai Gao, Hui Zhang, Yonghe Wang |
| 2018 | A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis. Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2018 | A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task. Qian Li, Ziwei Li, Jin-Mao Wei, Yanhui Gu, Adam Jatowt, Zhenglu Yang |
| 2018 | A Neural Question Answering Model Based on Semi-Structured Tables. Hao Wang, Xiaodong Zhang, Shuming Ma, Xu Sun, Houfeng Wang, Mengxiang Wang |
| 2018 | A New Approach to Animacy Detection. Labiba Jahan, Geeticka Chauhan, Mark A. Finlayson |
| 2018 | A New Concept of Deep Reinforcement Learning based Augmented General Tagging System. Yu Wang, Abhishek Patel, Hongxia Jin |
| 2018 | A Nontrivial Sentence Corpus for the Task of Sentence Readability Assessment in Portuguese. Sidney Evaldo Leal, Magali Sanches Duran, Sandra Maria Aluísio |
| 2018 | A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis. Shuqin Gu, Lipeng Zhang, Yuexian Hou, Yin Song |
| 2018 | A Practical Incremental Learning Framework For Sparse Entity Extraction. Hussein Al-Olimat, Steven Gustafson, Jason Mackay, Krishnaprasad Thirunarayan, Amit P. Sheth |
| 2018 | A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation. Zongsheng Wang, Yunzhi Bai, Bowen Wu, Zhen Xu, Zhuoran Wang, Baoxun Wang |
| 2018 | A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words. Ximing Li, Bo Yang |
| 2018 | A Reassessment of Reference-Based Grammatical Error Correction Metrics. Shamil Chollampatt, Hwee Tou Ng |
| 2018 | A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators. Zhihao Fan, Zhongyu Wei, Siyuan Wang, Yang Liu, Xuanjing Huang |
| 2018 | A Retrospective Analysis of the Fake News Challenge Stance-Detection Task. Andreas Hanselowski, Avinesh P. V. S., Benjamin Schiller, Felix Caspelherr, Debanjan Chaudhuri, Christian M. Meyer, Iryna Gurevych |
| 2018 | A Review on Deep Learning Techniques Applied to Answer Selection. Tuan Manh Lai, Trung Bui, Sheng Li |
| 2018 | A Survey of Domain Adaptation for Neural Machine Translation. Chenhui Chu, Rui Wang |
| 2018 | A Survey on Open Information Extraction. Christina Niklaus, Matthias Cetto, André Freitas, Siegfried Handschuh |
| 2018 | A Survey on Recent Advances in Named Entity Recognition from Deep Learning models. Vikas Yadav, Steven Bethard |
| 2018 | A review of Spanish corpora annotated with negation. Salud María Jiménez-Zafra, Roser Morante, Maite Martín-Valdivia, Luis Alfonso Ureña López |
| 2018 | AMR Beyond the Sentence: the Multi-sentence AMR corpus. Tim O'Gorman, Michael Regan, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Martha Palmer |
| 2018 | Ab Initio: Automatic Latin Proto-word Reconstruction. Alina Maria Ciobanu, Liviu P. Dinu |
| 2018 | Abstract Meaning Representation for Multi-Document Summarization. Kexin Liao, Logan Lebanoff, Fei Liu |
| 2018 | Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion. Mir Tafseer Nayeem, Tanvir Ahmed Fuad, Yllias Chali |
| 2018 | Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification. Jianyu Zhao, Zhiqiang Zhan, Qichuan Yang, Yang Zhang, Changjian Hu, Zhensheng Li, Liuxin Zhang, Zhiqiang He |
| 2018 | Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text. Junjie Xing, Kenny Q. Zhu, Shaodian Zhang |
| 2018 | Adaptive Weighting for Neural Machine Translation. Yachao Li, Junhui Li, Min Zhang |
| 2018 | Addressee and Response Selection for Multilingual Conversation. Motoki Sato, Hiroki Ouchi, Yuta Tsuboi |
| 2018 | Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference. Qianlong Du, Chengqing Zong, Keh-Yih Su |
| 2018 | Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems. Van-Khanh Tran, Le-Minh Nguyen |
| 2018 | Adversarial Feature Adaptation for Cross-lingual Relation Classification. Bowei Zou, Zengzhuang Xu, Yu Hong, Guodong Zhou |
| 2018 | Adversarial Multi-lingual Neural Relation Extraction. Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| 2018 | Aff2Vec: Affect-Enriched Distributional Word Representations. Sopan Khosla, Niyati Chhaya, Kushal Chawla |
| 2018 | All-in-one: Multi-task Learning for Rumour Verification. Elena Kochkina, Maria Liakata, Arkaitz Zubiaga |
| 2018 | An Analysis of Annotated Corpora for Emotion Classification in Text. Laura Ana Maria Bostan, Roman Klinger |
| 2018 | An Attribute Enhanced Domain Adaptive Model for Cold-Start Spam Review Detection. Zhenni You, Tieyun Qian, Bing Liu |
| 2018 | An Empirical Investigation of Error Types in Vietnamese Parsing. Quy Nguyen, Yusuke Miyao, Hiroshi Noji, Nhung Nguyen |
| 2018 | An Empirical Study on Fine-Grained Named Entity Recognition. Khai Mai, Thai-Hoang Pham, Minh Trung Nguyen, Nguyen Tuan Duc, Danushka Bollegala, Ryohei Sasano, Satoshi Sekine |
| 2018 | An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization. Gongbo Tang, Fabienne Cap, Eva Pettersson, Joakim Nivre |
| 2018 | An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification. Ajay Nagesh, Mihai Surdeanu |
| 2018 | An Interpretable Reasoning Network for Multi-Relation Question Answering. Mantong Zhou, Minlie Huang, Xiaoyan Zhu |
| 2018 | An Operation Network for Abstractive Sentence Compression. Naitong Yu, Jie Zhang, Minlie Huang, Xiaoyan Zhu |
| 2018 | AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness. Gökhan Ercan, Olcay Taner Yildiz |
| 2018 | Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension. Mao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi |
| 2018 | Ant Colony System for Multi-Document Summarization. Asma Bader Al-Saleh, Mohamed El Bachir Menai |
| 2018 | Argumentation Synthesis following Rhetorical Strategies. Henning Wachsmuth, Manfred Stede, Roxanne El Baff, Khalid Al Khatib, Maria Skeppstedt, Benno Stein |
| 2018 | Arguments and Adjuncts in Universal Dependencies. Adam Przepiórkowski, Agnieszka Patejuk |
| 2018 | Arrows are the Verbs of Diagrams. Malihe Alikhani, Matthew Stone |
| 2018 | Ask No More: Deciding when to guess in referential visual dialogue. Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández |
| 2018 | Aspect and Sentiment Aware Abstractive Review Summarization. Min Yang, Qiang Qu, Ying Shen, Qiao Liu, Wei Zhao, Jia Zhu |
| 2018 | Aspect-based summarization of pros and cons in unstructured product reviews. Florian Kunneman, Sander Wubben, Antal van den Bosch, Emiel Krahmer |
| 2018 | Assessing Composition in Sentence Vector Representations. Allyson Ettinger, Ahmed Elgohary, Colin Phillips, Philip Resnik |
| 2018 | Assessing Quality Estimation Models for Sentence-Level Prediction. Hoang Cuong, Jia Xu |
| 2018 | Attending Sentences to detect Satirical Fake News. Sohan De Sarkar, Fan Yang, Arjun Mukherjee |
| 2018 | Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases. Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong |
| 2018 | Author Profiling for Abuse Detection. Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova |
| 2018 | Authorless Topic Models: Biasing Models Away from Known Structure. Laure Thompson, David Mimno |
| 2018 | Authorship Attribution By Consensus Among Multiple Features. Jagadeesh Patchala, Raj Bhatnagar |
| 2018 | Authorship Identification for Literary Book Recommendations. Haifa Alharthi, Diana Inkpen, Stan Szpakowicz |
| 2018 | Automated Fact Checking: Task Formulations, Methods and Future Directions. James Thorne, Andreas Vlachos |
| 2018 | Automated Scoring: Beyond Natural Language Processing. Nitin Madnani, Aoife Cahill |
| 2018 | Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs. Sanja Stajner, Ioana Hulpus |
| 2018 | Automatic Detection of Fake News. Verónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, Rada Mihalcea |
| 2018 | Automatically Creating a Lexicon of Verbal Polarity Shifters: Mono- and Cross-lingual Methods for German. Marc Schulder, Michael Wiegand, Josef Ruppenhofer |
| 2018 | Automatically Extracting Qualia Relations for the Rich Event Ontology. Ghazaleh Kazeminejad, Claire Bonial, Susan Windisch Brown, Martha Palmer |
| 2018 | Bridge Video and Text with Cascade Syntactic Structure. Guolong Wang, Zheng Qin, Kaiping Xu, Kai Huang, Shuxiong Ye |
| 2018 | Bridging resolution: Task definition, corpus resources and rule-based experiments. Ina Rösiger, Arndt Riester, Jonas Kuhn |
| 2018 | Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis. Andrew Moore, Paul Rayson |
| 2018 | Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking. Alexandre Kabbach, Corentin Ribeyre, Aurélie Herbelot |
| 2018 | CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea |
| 2018 | Can Rumour Stance Alone Predict Veracity? Sebastian Dungs, Ahmet Aker, Norbert Fuhr, Kalina Bontcheva |
| 2018 | Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy. Deepak Gupta, Rajkumar Pujari, Asif Ekbal, Pushpak Bhattacharyya, Anutosh Maitra, Tom Geo Jain, Shubhashis Sengupta |
| 2018 | Challenges and Opportunities of Applying Natural Language Processing in Business Process Management. Han van der Aa, Josep Carmona, Henrik Leopold, Jan Mendling, Lluís Padró |
| 2018 | Challenges of language technologies for the indigenous languages of the Americas. Manuel Mager, Ximena Gutierrez-Vasques, Gerardo Sierra, Iván V. Meza-Ruíz |
| 2018 | Character-Level Feature Extraction with Densely Connected Networks. Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim |
| 2018 | Clausal Modifiers in the Grammar Matrix. Kristen Howell, Olga Zamaraeva |
| 2018 | Combining Information-Weighted Sequence Alignment and Sound Correspondence Models for Improved Cognate Detection. Johannes Dellert |
| 2018 | Context-Sensitive Generation of Open-Domain Conversational Responses. Weinan Zhang, Yiming Cui, Yifa Wang, Qingfu Zhu, Lingzhi Li, Lianqiang Zhou, Ting Liu |
| 2018 | Contextual String Embeddings for Sequence Labeling. Alan Akbik, Duncan Blythe, Roland Vollgraf |
| 2018 | Convolutional Neural Network for Universal Sentence Embeddings. Xiaoqi Jiao, Fang Wang, Dan Feng |
| 2018 | Cooperative Denoising for Distantly Supervised Relation Extraction. Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang, Wei Fan, Ying Shen |
| 2018 | Corpus-based Content Construction. Balaji Vasan Srinivasan, Pranav Maneriker, Kundan Krishna, Natwar Modani |
| 2018 | Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language. Yow-Ting Shiue, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2018 | Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! Steffen Eger, Johannes Daxenberger, Christian Stab, Iryna Gurevych |
| 2018 | Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion. Naoki Otani, Hirokazu Kiyomaru, Daisuke Kawahara, Sadao Kurohashi |
| 2018 | Cross-media User Profiling with Joint Textual and Social User Embedding. Jingjing Wang, Shoushan Li, Mingqi Jiang, Hanqian Wu, Guodong Zhou |
| 2018 | Crowdsourcing a Large Corpus of Clickbait on Twitter. Martin Potthast, Tim Gollub, Kristof Komlossy, Sebastian Schuster, Matti Wiegmann, Erika Patricia Garces Fernandez, Matthias Hagen, Benno Stein |
| 2018 | DIDEC: The Dutch Image Description and Eye-tracking Corpus. Emiel van Miltenburg, Ákos Kádár, Ruud Koolen, Emiel Krahmer |
| 2018 | Deconvolution-Based Global Decoding for Neural Machine Translation. Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su |
| 2018 | Deep Enhanced Representation for Implicit Discourse Relation Recognition. Hongxiao Bai, Hai Zhao |
| 2018 | Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction. Ahmad Aghaebrahimian |
| 2018 | Dependent Gated Reading for Cloze-Style Question Answering. Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi, Prasad Tadepalli |
| 2018 | Design Challenges and Misconceptions in Neural Sequence Labeling. Jie Yang, Shuailong Liang, Yue Zhang |
| 2018 | Design Challenges in Named Entity Transliteration. Yuval Merhav, Stephen Ash |
| 2018 | Diachronic word embeddings and semantic shifts: a survey. Andrey Kutuzov, Lilja Øvrelid, Terrence Szymanski, Erik Velldal |
| 2018 | Dialogue-act-driven Conversation Model : An Experimental Study. Harshit Kumar, Arvind Agarwal, Sachindra Joshi |
| 2018 | Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis. Yuichiroh Matsubayashi, Kentaro Inui |
| 2018 | Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning. YaoSheng Yang, Wenliang Chen, Zhenghua Li, Zhengqiu He, Min Zhang |
| 2018 | Distinguishing affixoid formations from compounds. Josef Ruppenhofer, Michael Wiegand, Rebecca Wilm, Katja Markert |
| 2018 | Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings. Junjie Li, Haitong Yang, Chengqing Zong |
| 2018 | Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren |
| 2018 | Double Path Networks for Sequence to Sequence Learning. Kaitao Song, Xu Tan, Di He, Jianfeng Lu, Tao Qin, Tie-Yan Liu |
| 2018 | Dynamic Feature Selection with Attention in Incremental Parsing. Ryosuke Kohita, Hiroshi Noji, Yuji Matsumoto |
| 2018 | Dynamic Multi-Level Multi-Task Learning for Sentence Simplification. Han Guo, Ramakanth Pasunuru, Mohit Bansal |
| 2018 | Effective Attention Modeling for Aspect-Level Sentiment Classification. Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier |
| 2018 | Embedding WordNet Knowledge for Textual Entailment. Yunshi Lan, Jing Jiang |
| 2018 | Embedding Words as Distributions with a Bayesian Skip-gram Model. Arthur Brazinskas, Serhii Havrylov, Ivan Titov |
| 2018 | Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning. Shabnam Tafreshi, Mona T. Diab |
| 2018 | Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level. Sven Buechel, Udo Hahn |
| 2018 | Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse. Sheng Xu, Peifeng Li, Guodong Zhou, Qiaoming Zhu |
| 2018 | Encoding Sentiment Information into Word Vectors for Sentiment Analysis. Zhe Ye, Fang Li, Timothy Baldwin |
| 2018 | Enhanced Aspect Level Sentiment Classification with Auxiliary Memory. Peisong Zhu, Tieyun Qian |
| 2018 | Enhancing General Sentiment Lexicons for Domain-Specific Use. Tim Kreutz, Walter Daelemans |
| 2018 | Enhancing Sentence Embedding with Generalized Pooling. Qian Chen, Zhen-Hua Ling, Xiaodan Zhu |
| 2018 | Enriching Word Embeddings with Domain Knowledge for Readability Assessment. Zhiwei Jiang, Qing Gu, Yafeng Yin, Daoxu Chen |
| 2018 | Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization. Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong |
| 2018 | Evaluating the text quality, human likeness and tailoring component of PASS: A Dutch data-to-text system for soccer. Chris van der Lee, Bart Verduijn, Emiel Krahmer, Sander Wubben |
| 2018 | Evaluation of Unsupervised Compositional Representations. Hanan Aldarmaki, Mona T. Diab |
| 2018 | Exploiting Structure in Representation of Named Entities using Active Learning. Nikita Bhutani, Kun Qian, Yunyao Li, H. V. Jagadish, Mauricio A. Hernández, Mitesh Vasa |
| 2018 | Exploiting Syntactic Structures for Humor Recognition. Lizhen Liu, Donghai Zhang, Wei Song |
| 2018 | Exploratory Neural Relation Classification for Domain Knowledge Acquisition. Yan Fan, Chengyu Wang, Xiaofeng He |
| 2018 | Exploring the Influence of Spelling Errors on Lexical Variation Measures. Ryo Nagata, Taisei Sato, Hiroya Takamura |
| 2018 | Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media. Isabel Cachola, Eric Holgate, Daniel Preotiuc-Pietro, Junyi Jessy Li |
| 2018 | Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation. Francis Grégoire, Philippe Langlais |
| 2018 | Extractive Headline Generation Based on Learning to Rank for Community Question Answering. Tatsuru Higurashi, Hayato Kobayashi, Takeshi Masuyama, Kazuma Murao |
| 2018 | Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia. Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas |
| 2018 | Fast and Accurate Reordering with ITG Transition RNN. Hao Zhang, Axel H. Ng, Richard Sproat |
| 2018 | Few-Shot Charge Prediction with Discriminative Legal Attributes. Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun |
| 2018 | Fine-Grained Arabic Dialect Identification. Mohammad Salameh, Houda Bouamor |
| 2018 | Folksonomication: Predicting Tags for Movies from Plot Synopses using Emotion Flow Encoded Neural Network. Sudipta Kar, Suraj Maharjan, Thamar Solorio |
| 2018 | From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources. Ilia Kuznetsov, Iryna Gurevych |
| 2018 | Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model. Shaohui Kuang, Deyi Xiong |
| 2018 | GenSense: A Generalized Sense Retrofitting Model. Yang-Yin Lee, Ting-Yu Yen, Hen-Hsen Huang, Yow-Ting Shiue, Hsin-Hsi Chen |
| 2018 | Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training. Zhongyang Li, Xiao Ding, Ting Liu |
| 2018 | Generic refinement of expressive grammar formalisms with an application to discontinuous constituent parsing. Kilian Gebhardt |
| 2018 | Genre Identification and the Compositional Effect of Genre in Literature. Joseph Worsham, Jugal Kalita |
| 2018 | Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions. Lori Moon, Christos Christodoulopoulos, Cynthia Fisher, Sandra Franco, Dan Roth |
| 2018 | Graph Based Decoding for Event Sequencing and Coreference Resolution. Zhengzhong Liu, Teruko Mitamura, Eduard H. Hovy |
| 2018 | Graphene: Semantically-Linked Propositions in Open Information Extraction. Matthias Cetto, Christina Niklaus, André Freitas, Siegfried Handschuh |
| 2018 | Grounded Textual Entailment. Hoa Trong Vu, Claudio Greco, Aliia Erofeeva, Somayeh Jafaritazehjan, Guido Linders, Marc Tanti, Alberto Testoni, Raffaella Bernardi, Albert Gatt |
| 2018 | HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation. Sixing Wu, Dawei Zhang, Ying Li, Xing Xie, Zhonghai Wu |
| 2018 | How Predictable is Your State? Leveraging Lexical and Contextual Information for Predicting Legislative Floor Action at the State Level. Vladimir Eidelman, Anastassia Kornilova, Daniel Argyle |
| 2018 | How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs. Devang Kulshreshtha, Pranav Goel, Anil Kumar Singh |
| 2018 | Hybrid Attention based Multimodal Network for Spoken Language Classification. Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li, Ivan Marsic |
| 2018 | ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents. Stefano Mezza, Alessandra Cervone, Evgeny A. Stepanov, Giuliano Tortoreto, Giuseppe Riccardi |
| 2018 | Identifying Emergent Research Trends by Key Authors and Phrases. Shenhao Jiang, Animesh Prasad, Min-Yen Kan, Kazunari Sugiyama |
| 2018 | If you've seen some, you've seen them all: Identifying variants of multiword expressions. Caroline Pasquer, Agata Savary, Carlos Ramisch, Jean-Yves Antoine |
| 2018 | Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning. Fengyu Guo, Ruifang He, Di Jin, Jianwu Dang, Longbiao Wang, Xiangang Li |
| 2018 | Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detection. Olga Zamaraeva, Kristen Howell, Adam Rhine |
| 2018 | Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags. Onur Güngör, Suzan Uskudarli, Tunga Gungor |
| 2018 | Improving Neural Machine Translation by Incorporating Hierarchical Subword Features. Makoto Morishita, Jun Suzuki, Masaaki Nagata |
| 2018 | Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model. Lu Ji, Zhongyu Wei, Xiangkun Hu, Yang Liu, Qi Zhang, Xuanjing Huang |
| 2018 | Incorporating Deep Visual Features into Multiobjective based Multi-view Search Results Clustering. Sayantan Mitra, Mohammed Hasanuzzaman, Sriparna Saha, Andy Way |
| 2018 | Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition. Yu Hong, Yang Xu, Huibin Ruan, Bowei Zou, Jianmin Yao, Guodong Zhou |
| 2018 | Incorporating Syntactic Uncertainty in Neural Machine Translation with a Forest-to-Sequence Model. Poorya Zaremoodi, Gholamreza Haffari |
| 2018 | Incremental Natural Language Processing: Challenges, Strategies, and Evaluation. Arne Köhn |
| 2018 | Indigenous language technologies in Canada: Assessment, challenges, and successes. Patrick Littell, Anna Kazantseva, Roland Kuhn, Aidan Pine, Antti Arppe, Christopher Cox, Marie-Odile Junker |
| 2018 | Information Aggregation via Dynamic Routing for Sequence Encoding. Jingjing Gong, Xipeng Qiu, Shaojing Wang, Xuanjing Huang |
| 2018 | Integrating Question Classification and Deep Learning for improved Answer Selection. Harish Tayyar Madabushi, Mark Lee, John A. Barnden |
| 2018 | Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts. Yasuhide Miura, Ryuji Kano, Motoki Taniguchi, Tomoki Taniguchi, Shotaro Misawa, Tomoko Ohkuma |
| 2018 | Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention. Ruifang He, Xuefei Zhang, Di Jin, Longbiao Wang, Jianwu Dang, Xiangang Li |
| 2018 | Interpretation of Implicit Conditions in Database Search Dialogues. Shun-ya Fukunaga, Hitoshi Nishikawa, Takenobu Tokunaga, Hikaru Yokono, Tetsuro Takahashi |
| 2018 | Investigating Productive and Receptive Knowledge: A Profile for Second Language Learning. Leonardo Zilio, Rodrigo Wilkens, Cédrick Fairon |
| 2018 | Investigating the Working of Text Classifiers. Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov |
| 2018 | JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features. Hongru Liang, Haozheng Wang, Jun Wang, Shaodi You, Zhe Sun, Jin-Mao Wei, Zhenglu Yang |
| 2018 | Joint Learning from Labeled and Unlabeled Data for Information Retrieval. Bo Li, Ping Cheng, Le Jia |
| 2018 | Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank. Xiaomin Chu, Feng Jiang, Yi Zhou, Guodong Zhou, Qiaoming Zhu |
| 2018 | Joint Neural Entity Disambiguation with Output Space Search. Hamed Shahbazi, Xiaoli Z. Fern, Reza Ghaeini, Chao Ma, Rasha Mohammad Obeidat, Prasad Tadepalli |
| 2018 | Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection. Erik-Lân Do Dinh, Steffen Eger, Iryna Gurevych |
| 2018 | Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge. Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei |
| 2018 | LCQMC: A Large-scale Chinese Question Matching Corpus. Xin Liu, Qingcai Chen, Chong Deng, Huajun Zeng, Jing Chen, Dongfang Li, Buzhou Tang |
| 2018 | Learning Emotion-enriched Word Representations. Ameeta Agrawal, Aijun An, Manos Papagelis |
| 2018 | Learning Features from Co-occurrences: A Theoretical Analysis. Yanpeng Li |
| 2018 | Learning Multilingual Topics from Incomparable Corpora. Shudong Hao, Michael J. Paul |
| 2018 | Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator. Badri Narayana Patro, Vinod Kumar Kurmi, Sandeep Kumar, Vinay P. Namboodiri |
| 2018 | Learning Sentiment Composition from Sentiment Lexicons. Orith Toledo-Ronen, Roy Bar-Haim, Alon Halfon, Charles Jochim, Amir Menczel, Ranit Aharonov, Noam Slonim |
| 2018 | Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction. Junwen Duan, Yue Zhang, Xiao Ding, Ching-Yun Chang, Ting Liu |
| 2018 | Learning Visually-Grounded Semantics from Contrastive Adversarial Samples. Haoyue Shi, Jiayuan Mao, Tete Xiao, Yuning Jiang, Jian Sun |
| 2018 | Learning What to Share: Leaky Multi-Task Network for Text Classification. Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | Learning Word Meta-Embeddings by Autoencoding. Danushka Bollegala, Cong Bao |
| 2018 | Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types. Paul Felt, Eric K. Ringger, Jordan L. Boyd-Graber, Kevin D. Seppi |
| 2018 | Learning to Generate Word Representations using Subword Information. Yeachan Kim, Kang-Min Kim, Ji-Min Lee, SangKeun Lee |
| 2018 | Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models. Lingzhen Chen, Alessandro Moschitti |
| 2018 | Learning to Search in Long Documents Using Document Structure. Mor Geva, Jonathan Berant |
| 2018 | Learning with Noise-Contrastive Estimation: Easing training by learning to scale. Matthieu Labeau, Alexandre Allauzen |
| 2018 | Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora. Amir Hazem, Emmanuel Morin |
| 2018 | Lexi: A tool for adaptive, personalized text simplification. Joachim Bingel, Gustavo Paetzold, Anders Søgaard |
| 2018 | Local String Transduction as Sequence Labeling. Joana Ribeiro, Shashi Narayan, Shay B. Cohen, Xavier Carreras |
| 2018 | Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models. Hussein Al-Olimat, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit P. Sheth |
| 2018 | Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort. Aldrian Obaja Muis, Naoki Otani, Nidhi Vyas, Ruochen Xu, Yiming Yang, Teruko Mitamura, Eduard H. Hovy |
| 2018 | Lyrics Segmentation: Textual Macrostructure Detection using Convolutions. Michael Fell, Yaroslav Nechaev, Elena Cabrio, Fabien Gandon |
| 2018 | MCDTB: A Macro-level Chinese Discourse TreeBank. Feng Jiang, Sheng Xu, Xiaomin Chu, Peifeng Li, Qiaoming Zhu, Guodong Zhou |
| 2018 | MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation. Meng Zou, Xihan Li, Haokun Liu, Zhi-Hong Deng |
| 2018 | Measuring the Diversity of Automatic Image Descriptions. Emiel van Miltenburg, Desmond Elliott, Piek Vossen |
| 2018 | Model-Free Context-Aware Word Composition. Bo An, Xianpei Han, Le Sun |
| 2018 | Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches. Shaohui Kuang, Deyi Xiong, Weihua Luo, Guodong Zhou |
| 2018 | Modeling Multi-turn Conversation with Deep Utterance Aggregation. Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu, Hai Zhao, Gongshen Liu |
| 2018 | Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering. Daniil Sorokin, Iryna Gurevych |
| 2018 | Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation. Zarah Weiß, Detmar Meurers |
| 2018 | Modeling with Recurrent Neural Networks for Open Vocabulary Slots. Jun-Seong Kim, JungHoe Kim, SeungUn Park, Kwangyong Lee, Yoonju Lee |
| 2018 | Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension. Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun, Ruoyu Jia, Jingming Liu |
| 2018 | Multi-Source Multi-Class Fake News Detection. Hamid Karimi, Proteek Roy, Sari Saba-Sadiya, Jiliang Tang |
| 2018 | Multi-Task Learning for Sequence Tagging: An Empirical Study. Soravit Changpinyo, Hexiang Hu, Fei Sha |
| 2018 | Multi-Task Neural Models for Translating Between Styles Within and Across Languages. Xing Niu, Sudha Rao, Marine Carpuat |
| 2018 | Multi-layer Representation Fusion for Neural Machine Translation. Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu |
| 2018 | Multi-task and Multi-lingual Joint Learning of Neural Lexical Utterance Classification based on Partially-shared Modeling. Ryo Masumura, Tomohiro Tanaka, Ryuichiro Higashinaka, Hirokazu Masataki, Yushi Aono |
| 2018 | Multi-task dialog act and sentiment recognition on Mastodon. Christophe Cerisara, Somayeh Jafaritazehjani, Adedayo Oluokun, Hoa T. Le |
| 2018 | Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences. Shiou Tian Hsu, Mandar S. Chaudhary, Nagiza F. Samatova |
| 2018 | Multilingual Neural Machine Translation with Task-Specific Attention. Graeme W. Blackwood, Miguel Ballesteros, Todd Ward |
| 2018 | Multimodal Grounding for Language Processing. Lisa Beinborn, Teresa Botschen, Iryna Gurevych |
| 2018 | NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager. Idris Yusupov, Yurii Kuratov |
| 2018 | Narrative Schema Stability in News Text. Dan Simonson, Anthony Davis |
| 2018 | Natural Language Interface for Databases Using a Dual-Encoder Model. Ionel-Alexandru Hosu, Radu Cristian Alexandru Iacob, Florin Brad, Stefan Ruseti, Traian Rebedea |
| 2018 | Neural Activation Semantic Models: Computational lexical semantic models of localized neural activations. Nikos Athanasiou, Elias Iosif, Alexandros Potamianos |
| 2018 | Neural Collective Entity Linking. Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu |
| 2018 | Neural Machine Translation Incorporating Named Entity. Arata Ugawa, Akihiro Tamura, Takashi Ninomiya, Hiroya Takamura, Manabu Okumura |
| 2018 | Neural Machine Translation with Decoding History Enhanced Attention. Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Chao Bian |
| 2018 | Neural Math Word Problem Solver with Reinforcement Learning. Danqing Huang, Jing Liu, Chin-Yew Lin, Jian Yin |
| 2018 | Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering. Wuwei Lan, Wei Xu |
| 2018 | Neural Relation Classification with Text Descriptions. Feiliang Ren, Di Zhou, Zhihui Liu, Yongcheng Li, Rongsheng Zhao, Yongkang Liu, Xiaobo Liang |
| 2018 | Neural Transition-based String Transduction for Limited-Resource Setting in Morphology. Peter Makarov, Simon Clematide |
| 2018 | Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection. Tirthankar Ghosal, Vignesh Edithal, Asif Ekbal, Pushpak Bhattacharyya, George Tsatsaronis, Srinivasa Satya Sameer Kumar Chivukula |
| 2018 | On Adversarial Examples for Character-Level Neural Machine Translation. Javid Ebrahimi, Daniel Lowd, Dejing Dou |
| 2018 | One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. Lu Wang, Shoushan Li, Changlong Sun, Luo Si, Xiaozhong Liu, Min Zhang, Guodong Zhou |
| 2018 | One-shot Learning for Question-Answering in Gaokao History Challenge. Zhuosheng Zhang, Hai Zhao |
| 2018 | Open Information Extraction from Conjunctive Sentences. Swarnadeep Saha, Mausam |
| 2018 | Open Information Extraction on Scientific Text: An Evaluation. Paul Groth, Michael Lauruhn, Antony Scerri, Ron Daniel Jr. |
| 2018 | Open-Domain Event Detection using Distant Supervision. Jun Araki, Teruko Mitamura |
| 2018 | Par4Sim - Adaptive Paraphrasing for Text Simplification. Seid Muhie Yimam, Chris Biemann |
| 2018 | Parallel Corpora for bi-lingual English-Ethiopian Languages Statistical Machine Translation. Solomon Teferra Abate, Michael Melese Woldeyohannis, Martha Yifiru Tachbelie, Million Meshesha, Solomon Atinafu, Wondwossen Mulugeta, Yaregal Assabie, Hafte Abera, Binyam Ephrem Seyoum, Tewodros Abebe, Wondimagegnhue Tsegaye, Amanuel Lemma, Tsegaye Andargie, Seifedin Shifaw |
| 2018 | Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource. Antonios Anastasopoulos, Marika Lekakou, Josep Quer, Eleni Zimianiti, Justin DeBenedetto, David Chiang |
| 2018 | Pattern-revising Enhanced Simple Question Answering over Knowledge Bases. Yanchao Hao, Hao Liu, Shizhu He, Kang Liu, Jun Zhao |
| 2018 | Personalized Text Retrieval for Learners of Chinese as a Foreign Language. Chak Yan Yeung, John Lee |
| 2018 | Personalizing Lexical Simplification. John Lee, Chak Yan Yeung |
| 2018 | Pluralizing Nouns across Agglutinating Bantu Languages. Joan Byamugisha, C. Maria Keet, Brian DeRenzi |
| 2018 | Point Precisely: Towards Ensuring the Precision of Data in Generated Texts Using Delayed Copy Mechanism. Liunian Li, Xiaojun Wan |
| 2018 | Predicting Stances from Social Media Posts using Factorization Machines. Akira Sasaki, Kazuaki Hanawa, Naoaki Okazaki, Kentaro Inui |
| 2018 | Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018 Emily M. Bender, Leon Derczynski, Pierre Isabelle |
| 2018 | Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains. Jeremy Barnes, Roman Klinger, Sabine Schulte im Walde |
| 2018 | Punctuation as Native Language Interference. Ilia Markov, Vivi Nastase, Carlo Strapparava |
| 2018 | Quantifying training challenges of dependency parsers. Lauriane Aufrant, Guillaume Wisniewski, François Yvon |
| 2018 | RNN Simulations of Grammaticality Judgments on Long-distance Dependencies. Shammur Absar Chowdhury, Roberto Zamparelli |
| 2018 | ReSyf: a French lexicon with ranked synonyms. Mokhtar Boumedyen Billami, Thomas François, Núria Gala |
| 2018 | Reading Comprehension with Graph-based Temporal-Casual Reasoning. Yawei Sun, Gong Cheng, Yuzhong Qu |
| 2018 | Real-time Change Point Detection using On-line Topic Models. Yunli Wang, Cyril Goutte |
| 2018 | Recognizing Humour using Word Associations and Humour Anchor Extraction. Andrew Cattle, Xiaojuan Ma |
| 2018 | Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze |
| 2018 | Refining Source Representations with Relation Networks for Neural Machine Translation. Wen Zhang, Jiawei Hu, Yang Feng, Qun Liu |
| 2018 | Relation Induction in Word Embeddings Revisited. Zied Bouraoui, Shoaib Jameel, Steven Schockaert |
| 2018 | Representation Learning of Entities and Documents from Knowledge Base Descriptions. Ikuya Yamada, Hiroyuki Shindo, Yoshiyasu Takefuji |
| 2018 | Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew. Adam Amram, Anat Ben-David, Reut Tsarfaty |
| 2018 | Reproducing and Regularizing the SCRN Model. Olzhas Kabdolov, Zhenisbek Assylbekov, Rustem Takhanov |
| 2018 | Responding E-commerce Product Questions via Exploiting QA Collections and Reviews. Qian Yu, Wai Lam, Zihao Wang |
| 2018 | Rethinking the Agreement in Human Evaluation Tasks. Jacopo Amidei, Paul Piwek, Alistair Willis |
| 2018 | Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations. Benjamin J. Lengerich, Andrew L. Maas, Christopher Potts |
| 2018 | Revisiting the Hierarchical Multiscale LSTM. Ákos Kádár, Marc-Alexandre Côté, Grzegorz Chrupala, Afra Alishahi |
| 2018 | Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging. Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim |
| 2018 | Robust Lexical Features for Improved Neural Network Named-Entity Recognition. Abbas Ghaddar, Philippe Langlais |
| 2018 | RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian. Anna Rogers, Alexey Romanov, Anna Rumshisky, Svitlana Volkova, Mikhail Gronas, Alex Gribov |
| 2018 | SGM: Sequence Generation Model for Multi-label Classification. Pengcheng Yang, Xu Sun, Wei Li, Shuming Ma, Wei Wu, Houfeng Wang |
| 2018 | SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions. Arman Cohan, Bart Desmet, Andrew Yates, Luca Soldaini, Sean MacAvaney, Nazli Goharian |
| 2018 | Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance. Chantal van Son, Roser Morante, Lora Aroyo, Piek Vossen |
| 2018 | SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors. Luis Espinosa Anke, Steven Schockaert |
| 2018 | Self-Normalization Properties of Language Modeling. Jacob Goldberger, Oren Melamud |
| 2018 | Semantic Parsing for Technical Support Questions. Abhirut Gupta, Anupama Ray, Gargi Dasgupta, Gautam Singh, Pooja Aggarwal, Prateeti Mohapatra |
| 2018 | Semi-Supervised Disfluency Detection. Feng Wang, Wei Chen, Zhen Yang, Qianqian Dong, Shuang Xu, Bo Xu |
| 2018 | Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing. Bo Chen, Bo An, Le Sun, Xianpei Han |
| 2018 | Sensitivity to Input Order: Evaluation of an Incremental and Memory-Limited Bayesian Cross-Situational Word Learning Model. Sepideh Sadeghi, Matthias Scheutz |
| 2018 | Sentence Weighting for Neural Machine Translation Domain Adaptation. Shiqi Zhang, Deyi Xiong |
| 2018 | Seq2seq Dependency Parsing. Zuchao Li, Jiaxun Cai, Shexia He, Hai Zhao |
| 2018 | Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu |
| 2018 | Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, Ting Liu |
| 2018 | Simple Algorithms For Sentiment Analysis On Sentiment Rich, Data Poor Domains. Prathusha Kameswara Sarma, William A. Sethares |
| 2018 | Simple Neologism Based Domain Independent Models to Predict Year of Authorship. Vivek Kulkarni, Yingtao Tian, Parth Dandiwala, Steven Skiena |
| 2018 | Sliced Recurrent Neural Networks. Zeping Yu, Gongshen Liu |
| 2018 | Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language. He Bai, Yu Zhou, Jiajun Zhang, Liang Zhao, Mei-Yuh Hwang, Chengqing Zong |
| 2018 | Sprucing up the trees - Error detection in treebanks. Ines Rehbein, Josef Ruppenhofer |
| 2018 | Stance Detection with Hierarchical Attention Network. Qingying Sun, Zhongqing Wang, Qiaoming Zhu, Guodong Zhou |
| 2018 | Stress Test Evaluation for Natural Language Inference. Aakanksha Naik, Abhilasha Ravichander, Norman M. Sadeh, Carolyn P. Rosé, Graham Neubig |
| 2018 | Structure-Infused Copy Mechanisms for Abstractive Summarization. Kaiqiang Song, Lin Zhao, Fei Liu |
| 2018 | Structured Dialogue Policy with Graph Neural Networks. Lu Chen, Bowen Tan, Sishan Long, Kai Yu |
| 2018 | Structured Representation Learning for Online Debate Stance Prediction. Chang Li, Aldo Porco, Dan Goldwasser |
| 2018 | Style Detection for Free Verse Poetry from Text and Speech. Timo Baumann, Hussein Hussein, Burkhard Meyer-Sickendiek |
| 2018 | Style Obfuscation by Invariance. Chris Emmery, Enrique Manjavacas Arévalo, Grzegorz Chrupala |
| 2018 | Subword-augmented Embedding for Cloze Reading Comprehension. Zhuosheng Zhang, Yafang Huang, Hai Zhao |
| 2018 | Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings. Elaheh Shafieibavani, Mohammad Ebrahimi, Raymond K. Wong, Fang Chen |
| 2018 | Synonymy in Bilingual Context: The CzEngClass Lexicon. Zdenka Uresová, Eva Fucíková, Eva Hajicová, Jan Hajic |
| 2018 | Systematic Study of Long Tail Phenomena in Entity Linking. Filip Ilievski, Piek Vossen, Stefan Schlobach |
| 2018 | Tailoring Neural Architectures for Translating from Morphologically Rich Languages. Peyman Passban, Andy Way, Qun Liu |
| 2018 | Task-oriented Word Embedding for Text Classification. Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu |
| 2018 | The APVA-TURBO Approach To Question Answering in Knowledge Base. Yue Wang, Richong Zhang, Cheng Xu, Yongyi Mao |
| 2018 | The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities. Marco Del Tredici, Raquel Fernández |
| 2018 | They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking. Ethan Zhou, Jinho D. Choi |
| 2018 | Topic or Style? Exploring the Most Useful Features for Authorship Attribution. Yunita Sari, Mark Stevenson, Andreas Vlachos |
| 2018 | Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings. Chenggang Mi, Yating Yang, Lei Wang, Xi Zhou, Tonghai Jiang |
| 2018 | Towards a Language for Natural Language Treebank Transductions. Carlos A. Prolo |
| 2018 | Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms. Jingshu Liu, Emmanuel Morin, Sebastián Peña Saldarriaga |
| 2018 | Towards an argumentative content search engine using weak supervision. Ran Levy, Ben Bogin, Shai Gretz, Ranit Aharonov, Noam Slonim |
| 2018 | Towards identifying the optimal datasize for lexically-based Bayesian inference of linguistic phylogenies. Taraka Rama, Søren Wichmann |
| 2018 | Transfer Learning for Entity Recognition of Novel Classes. Juan Diego Rodriguez, Adam Caldwell, Alexander Liu |
| 2018 | Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources. Adeline Granet, Emmanuel Morin, Harold Mouchère, Solen Quiniou, Christian Viard-Gaudin |
| 2018 | Transition-based Neural RST Parsing with Implicit Syntax Features. Nan Yu, Meishan Zhang, Guohong Fu |
| 2018 | Treat us like the sequences we are: Prepositional Paraphrasing of Noun Compounds using LSTM. Girishkumar Ponkiya, Kevin Patel, Pushpak Bhattacharyya, Girish K. Palshikar |
| 2018 | Triad-based Neural Network for Coreference Resolution. Yuanliang Meng, Anna Rumshisky |
| 2018 | Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction. Nurendra Choudhary, Rajat Singh, Vijjini Anvesh Rao, Manish Shrivastava |
| 2018 | Two Local Models for Neural Constituent Parsing. Zhiyang Teng, Yue Zhang |
| 2018 | Unsupervised Morphology Learning with Statistical Paradigms. Hongzhi Xu, Mitchell Marcus, Charles Yang, Lyle H. Ungar |
| 2018 | Urdu Word Segmentation using Conditional Random Fields (CRFs). Haris Bin Zia, Agha Ali Raza, Awais Athar |
| 2018 | User-Level Race and Ethnicity Predictors from Twitter Text. Daniel Preotiuc-Pietro, Lyle H. Ungar |
| 2018 | Using Formulaic Expressions in Writing Assistance Systems. Kenichi Iwatsuki, Akiko Aizawa |
| 2018 | Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models. Henry B. Moss, David S. Leslie, Paul Rayson |
| 2018 | Using Word Embeddings for Unsupervised Acronym Disambiguation. Jean Charbonnier, Christian Wartena |
| 2018 | Variational Attention for Sequence-to-Sequence Models. Hareesh Bahuleyan, Lili Mou, Olga Vechtomova, Pascal Poupart |
| 2018 | Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps. Nobuyuki Shimizu, Na Rong, Takashi Miyazaki |
| 2018 | Vocabulary Tailored Summary Generation. Kundan Krishna, Aniket Murhekar, Saumitra Sharma, Balaji Vasan Srinivasan |
| 2018 | What represents "style" in authorship attribution? Kalaivani Sundararajan, Damon L. Woodard |
| 2018 | What's in Your Embedding, And How It Predicts Task Performance. Anna Rogers, Shashwath Hosur Ananthakrishna, Anna Rumshisky |
| 2018 | Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions. Evgeny Kim, Roman Klinger |
| 2018 | Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. Minh Nguyen, Thien Huu Nguyen |
| 2018 | Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection. Huda Hakami, Kohei Hayashi, Danushka Bollegala |
| 2018 | WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages. Abhik Jana, Pranjal Kanojiya, Pawan Goyal, Animesh Mukherjee |
| 2018 | Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph. Dongsuk O, Sunjae Kwon, Kyungsun Kim, Youngjoong Ko |
| 2018 | Word-Level Loss Extensions for Neural Temporal Relation Classification. Artuur Leeuwenberg, Marie-Francine Moens |
| 2018 | Zero Pronoun Resolution with Attention-based Neural Network. Qingyu Yin, Yu Zhang, Weinan Zhang, Ting Liu, William Yang Wang |
| 2018 | deepQuest: A Framework for Neural-based Quality Estimation. Julia Ive, Frédéric Blain, Lucia Specia |
| 2018 | iParaphrasing: Extracting Visually Grounded Paraphrases via an Image. Chenhui Chu, Mayu Otani, Yuta Nakashima |