EMNLP A*

313 papers

YearTitle / Authors
2015"A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce": Learning State Changing Verbs from Wikipedia Revision History.
Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. Mitchell
2015#SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns.
Dong Nguyen, Tijs A. van den Broek, Claudia Hauff, Djoerd Hiemstra, Michel L. Ehrenhard
2015A Baseline Temporal Tagger for all Languages.
Jannik Strötgen, Michael Gertz
2015A Binarized Neural Network Joint Model for Machine Translation.
Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura
2015A Coarse-Grained Model for Optimal Coupling of ASR and SMT Systems for Speech Translation.
Gaurav Kumar, Graeme W. Blackwood, Jan Trmal, Daniel Povey, Sanjeev Khudanpur
2015A Comparative Study on Regularization Strategies for Embedding-based Neural Networks.
Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin
2015A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences.
Andreas Guta, Tamer Alkhouli, Jan-Thorsten Peter, Joern Wuebker, Hermann Ney
2015A Computational Cognitive Model of Novel Word Generalization.
Aida Nematzadeh, Erin Grant, Suzanne Stevenson
2015A Discriminative Training Procedure for Continuous Translation Models.
Quoc-Khanh Do, Alexandre Allauzen, François Yvon
2015A Dynamic Programming Algorithm for Computing N-gram Posteriors from Lattices.
Dogan Can, Shrikanth S. Narayanan
2015A Framework for Comparing Groups of Documents.
Arun S. Maiya
2015A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution.
Shaohua Li, Jun Zhu, Chunyan Miao
2015A Graph-based Readability Assessment Method using Word Coupling.
Zhiwei Jiang, Gang Sun, Qing Gu, Tao Bai, Daoxu Chen
2015A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation.
Rico Sennrich, Barry Haddow
2015A Model of Zero-Shot Learning of Spoken Language Understanding.
Majid Yazdani, James Henderson
2015A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining.
Salud M. Jiménez-Zafra, Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, María Teresa Martín-Valdivia, Alejandro Moreo Fernández
2015A Neural Attention Model for Abstractive Sentence Summarization.
Alexander M. Rush, Sumit Chopra, Jason Weston
2015A Neural Network Model for Low-Resource Universal Dependency Parsing.
Long Duong, Trevor Cohn, Steven Bird, Paul Cook
2015A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics.
Martin Riedl, Chris Biemann
2015A Strong Lexical Matching Method for the Machine Comprehension Test.
Ellery Smith, Nicola Greco, Matko Bosnjak, Andreas Vlachos
2015A Survey of Current Datasets for Vision and Language Research.
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao (Kenneth) Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell
2015A Tableau Prover for Natural Logic and Language.
Lasha Abzianidze
2015A Transition-based Model for Joint Segmentation, POS-tagging and Normalization.
Tao Qian, Yue Zhang, Meishan Zhang, Yafeng Ren, Dong-Hong Ji
2015A Utility Model of Authors in the Scientific Community.
Yanchuan Sim, Bryan R. Routledge, Noah A. Smith
2015A large annotated corpus for learning natural language inference.
Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning
2015A model of rapid phonotactic generalization.
Tal Linzen, Timothy J. O'Donnell
2015A quantitative analysis of gender differences in movies using psycholinguistic normatives.
Anil Ramakrishna, Nikolaos Malandrakis, Elizabeth Staruk, Shrikanth S. Narayanan
2015ASTD: Arabic Sentiment Tweets Dataset.
Mahmoud Nabil, Mohamed A. Aly, Amir F. Atiya
2015Abstractive Multi-document Summarization with Semantic Information Extraction.
Wei Li
2015Adapting Coreference Resolution for Narrative Processing.
Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens
2015Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages.
Nut Limsopatham, Nigel Collier
2015Adjective Intensity and Sentiment Analysis.
Raksha Sharma, Mohit Gupta, Astha Agarwal, Pushpak Bhattacharyya
2015Aligning Knowledge and Text Embeddings by Entity Descriptions.
Huaping Zhong, Jianwen Zhang, Zhen Wang, Hai Wan, Zheng Chen
2015Alignment-Based Compositional Semantics for Instruction Following.
Jacob Andreas, Dan Klein
2015An Analysis of Domestic Abuse Discourse on Reddit.
Nicolas Schrading, Cecilia Ovesdotter Alm, Ray Ptucha, Christopher Homan
2015An Empirical Analysis of Optimization for Max-Margin NLP.
Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Dan Klein
2015An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering.
Jiangming Liu, Yue Zhang
2015An Entity-centric Approach for Overcoming Knowledge Graph Sparsity.
Manjunath Hegde, Partha P. Talukdar
2015An Improved Non-monotonic Transition System for Dependency Parsing.
Matthew Honnibal, Mark Johnson
2015An Improved Tag Dictionary for Faster Part-of-Speech Tagging.
Robert Moore
2015An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles.
Deyu Zhou, Haiyang Xu, Yulan He
2015An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text.
Abdul Rafae, Abdul Qayyum, Muhammad Moeen Uddin, Asim Karim, Hassan Sajjad, Faisal Kamiran
2015Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge.
Yang Li, Peter Clark
2015Any-language frame-semantic parsing.
Anders Johannsen, Héctor Martínez Alonso, Anders Søgaard
2015Arabic Diacritization with Recurrent Neural Networks.
Yonatan Belinkov, James R. Glass
2015Auto-Sizing Neural Networks: With Applications to n-gram Language Models.
Kenton Murray, David Chiang
2015Automatic Diacritics Restoration for Hungarian.
Attila Novák, Borbála Siklósi
2015Automatic Extraction of Time Expressions Accross Domains in French Narratives.
Mike Donald Tapi-Nzali, Xavier Tannier, Aurélie Névéol
2015Automatic recognition of habituals: a three-way classification of clausal aspect.
Annemarie Friedrich, Manfred Pinkal
2015Automatically Solving Number Word Problems by Semantic Parsing and Reasoning.
Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu, Yong Rui
2015Bayesian Optimization of Text Representations.
Dani Yogatama, Lingpeng Kong, Noah A. Smith
2015Better Document-level Sentiment Analysis from RST Discourse Parsing.
Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein
2015Better Summarization Evaluation with Word Embeddings for ROUGE.
Jun-Ping Ng, Viktoria Abrecht
2015Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation.
Jinsong Su, Deyi Xiong, Biao Zhang, Yang Liu, Junfeng Yao, Min Zhang
2015Bilingual Structured Language Models for Statistical Machine Translation.
Ekaterina Garmash, Christof Monz
2015Biography-Dependent Collaborative Entity Archiving for Slot Filling.
Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang, Heng Ji
2015Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors.
Weiwei Yang, Jordan L. Boyd-Graber, Philip Resnik
2015Broad-coverage CCG Semantic Parsing with AMR.
Yoav Artzi, Kenton Lee, Luke Zettlemoyer
2015Building a shared world: mapping distributional to model-theoretic semantic spaces.
Aurélie Herbelot, Eva Maria Vecchi
2015C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking.
Sourav Dutta, Gerhard Weikum
2015CORE: Context-Aware Open Relation Extraction with Factorization Machines.
Fabio Petroni, Luciano Del Corro, Rainer Gemulla
2015Can Symbol Grounding Improve Low-Level NLP? Word Segmentation as a Case Study.
Hirotaka Kameko, Shinsuke Mori, Yoshimasa Tsuruoka
2015Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks.
Zhen Wang, Tingsong Jiang, Baobao Chang, Zhifang Sui
2015Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths.
Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin
2015Classifying Tweet Level Judgements of Rumours in Social Media.
Michal Lukasik, Trevor Cohn, Kalina Bontcheva
2015Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations.
Yangfeng Ji, Gongbo Zhang, Jacob Eisenstein
2015Co-Training for Topic Classification of Scholarly Data.
Cornelia Caragea, Florin Adrian Bulgarov, Rada Mihalcea
2015Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing.
Meishan Zhang, Yue Zhang
2015Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions.
Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandréa, Francesc Moreno-Noguer, Robert J. Gaizauskas
2015Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees.
Ehsan Shareghi, Matthias Petri, Gholamreza Haffari, Trevor Cohn
2015Comparing Word Representations for Implicit Discourse Relation Classification.
Chloé Braud, Pascal Denis
2015Component-Enhanced Chinese Character Embeddings.
Yanran Li, Wenjie Li, Fei Sun, Sujian Li
2015Composing Relationships with Translations.
Alberto García-Durán, Antoine Bordes, Nicolas Usunier
2015Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions.
Florian Boudin, Hugo Mougard, Benoît Favre
2015Confounds and Consequences in Geotagged Twitter Data.
Umashanthi Pavalanathan, Jacob Eisenstein
2015Consistency-Aware Search for Word Alignment.
Shiqi Shen, Yang Liu, Maosong Sun, Huan-Bo Luan
2015Context-Dependent Knowledge Graph Embedding.
Yuanfei Luo, Quan Wang, Bin Wang, Li Guo
2015Conversation Trees: A Grammar Model for Topic Structure in Forums.
Annie Louis, Shay B. Cohen
2015Convolutional Sentence Kernel from Word Embeddings for Short Text Categorization.
Jonghoon Kim, François Rousseau, Michalis Vazirgiannis
2015Corpus-level Fine-grained Entity Typing Using Contextual Information.
Yadollah Yaghoobzadeh, Hinrich Schütze
2015Cross Lingual Sentiment Analysis using Modified BRAE.
Sarthak Jain, Shashank Batra
2015Cross-document Event Coreference Resolution based on Cross-media Features.
Tongtao Zhang, Hongzhi Li, Heng Ji, Shih-Fu Chang
2015Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis.
Soujanya Poria, Erik Cambria, Alexander F. Gelbukh
2015Density-Driven Cross-Lingual Transfer of Dependency Parsers.
Mohammad Sadegh Rasooli, Michael Collins
2015Dependency Graph-to-String Translation.
Liangyou Li, Andy Way, Qun Liu
2015Detecting Content-Heavy Sentences: A Cross-Language Case Study.
Junyi Jessy Li, Ani Nenkova
2015Detecting Risks in the Banking System by Sentiment Analysis.
Clemens Nopp, Allan Hanbury
2015Detection of Steganographic Techniques on Twitter.
Alex Wilson, Phil Blunsom, Andrew D. Ker
2015Discourse Element Identification in Student Essays based on Global and Local Cohesion.
Wei Song, Ruiji Fu, Lizhen Liu, Ting Liu
2015Discourse Planning with an N-gram Model of Relations.
Or Biran, Kathleen R. McKeown
2015Discourse parsing for multi-party chat dialogues.
Stergos D. Afantenos, Eric Kow, Nicholas Asher, Jérémy Perret
2015Discriminative Neural Sentence Modeling by Tree-Based Convolution.
Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
2015Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks.
Daojian Zeng, Kang Liu, Yubo Chen, Jun Zhao
2015Distributed Representations for Unsupervised Semantic Role Labeling.
Kristian Woodsend, Mirella Lapata
2015Distributional vectors encode referential attributes.
Abhijeet Gupta, Gemma Boleda, Marco Baroni, Sebastian Padó
2015Diversity in Spectral Learning for Natural Language Parsing.
Shashi Narayan, Shay B. Cohen
2015Do Multi-Sense Embeddings Improve Natural Language Understanding?
Jiwei Li, Dan Jurafsky
2015Do You See What I Mean? Visual Resolution of Linguistic Ambiguities.
Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz, Shimon Ullman
2015Do we need bigram alignment models? On the effect of alignment quality on transduction accuracy in G2P.
Steffen Eger
2015Document Modeling with Gated Recurrent Neural Network for Sentiment Classification.
Duyu Tang, Bing Qin, Ting Liu
2015Dual Decomposition Inference for Graphical Models over Strings.
Nanyun Peng, Ryan Cotterell, Jason Eisner
2015EMNLP versus ACL: Analyzing NLP research over time.
Sujatha Das Gollapalli, Xiaoli Li
2015ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation.
Chuncheng Xiang, Tingsong Jiang, Baobao Chang, Zhifang Sui
2015Effective Approaches to Attention-based Neural Machine Translation.
Thang Luong, Hieu Pham, Christopher D. Manning
2015Efficient Hyper-parameter Optimization for NLP Applications.
Lidan Wang, Minwei Feng, Bowen Zhou, Bing Xiang, Sridhar Mahadevan
2015Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing.
Xuezhe Ma, Eduard H. Hovy
2015Efficient Methods for Incorporating Knowledge into Topic Models.
Yi Yang, Doug Downey, Jordan L. Boyd-Graber
2015Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction.
Matt Gardner, Tom M. Mitchell
2015Empty Category Detection using Path Features and Distributed Case Frames.
Shunsuke Takeno, Masaaki Nagata, Kazuhide Yamamoto
2015Estimation of Discourse Segmentation Labels from Crowd Data.
Ziheng Huang, Jialu Zhong, Rebecca J. Passonneau
2015Evaluation methods for unsupervised word embeddings.
Tobias Schnabel, Igor Labutov, David M. Mimno, Thorsten Joachims
2015Evaluation of Word Vector Representations by Subspace Alignment.
Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Guillaume Lample, Chris Dyer
2015Event Detection and Factuality Assessment with Non-Expert Supervision.
Kenton Lee, Yoav Artzi, Yejin Choi, Luke Zettlemoyer
2015Experiments in Open Domain Deception Detection.
Verónica Pérez-Rosas, Rada Mihalcea
2015Experiments with Generative Models for Dependency Tree Linearization.
Richard Futrell, Edward Gibson
2015Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse.
Ivan Habernal, Iryna Gurevych
2015Exploring Markov Logic Networks for Question Answering.
Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark, Oren Etzioni
2015Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining.
Yuki Nakayama, Atsushi Fujii
2015Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning.
Isabelle Augenstein, Andreas Vlachos, Diana Maynard
2015Extraction and generalisation of variables from scientific publications.
Erwin Marsi, Pinar Öztürk
2015Extractive Summarization by Maximizing Semantic Volume.
Dani Yogatama, Fei Liu, Noah A. Smith
2015FINET: Context-Aware Fine-Grained Named Entity Typing.
Luciano Del Corro, Abdalghani Abujabal, Rainer Gemulla, Gerhard Weikum
2015Factorization of Latent Variables in Distributional Semantic Models.
Arvid Österlund, David Ödling, Magnus Sahlgren
2015Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections.
Jingwei Zhang, Aaron Gerow, Jaan Altosaar, James Evans, Richard Jean So
2015Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems.
Ryuichiro Higashinaka, Masahiro Mizukami, Kotaro Funakoshi, Masahiro Araki, Hiroshi Tsukahara, Yuka Kobayashi
2015Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment.
Md. Arafat Sultan, Steven Bethard, Tamara Sumner
2015Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation.
Wang Ling, Chris Dyer, Alan W. Black, Isabel Trancoso, Ramon Fermandez, Silvio Amir, Luís Marujo, Tiago Luís
2015Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings.
Pengfei Liu, Shafiq R. Joty, Helen M. Meng
2015Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression.
Peter Phandi, Kian Ming Adam Chai, Hwee Tou Ng
2015Foreebank: Syntactic Analysis of Customer Support Forums.
Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn, Joseph Le Roux
2015From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes.
Dimitra Gkatzia, Verena Rieser, Phil J. Bartie, William A. Mackaness
2015Generalized Agreement for Bidirectional Word Alignment.
Chunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu
2015GhostWriter: Using an LSTM for Automatic Rap Lyric Generation.
Peter Potash, Alexey Romanov, Anna Rumshisky
2015Global Thread-level Inference for Comment Classification in Community Question Answering.
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2015Graph-Based Collective Lexical Selection for Statistical Machine Translation.
Jinsong Su, Deyi Xiong, Shujian Huang, Xianpei Han, Junfeng Yao
2015Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags.
Yeyun Gong, Qi Zhang, Xuanjing Huang
2015Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model.
Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura, Eiichiro Sumita
2015Hierarchical Incremental Adaptation for Statistical Machine Translation.
Joern Wuebker, Spence Green, John DeNero
2015Hierarchical Latent Words Language Models for Robust Modeling to Out-Of Domain Tasks.
Ryo Masumura, Taichi Asami, Takanobu Oba, Hirokazu Masataki, Sumitaka Sakauchi, Akinori Ito
2015Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing.
Yuan Zhang, Regina Barzilay
2015Hierarchical Phrase-based Stream Decoding.
Andrew M. Finch, Xiaolin Wang, Masao Utiyama, Eiichiro Sumita
2015Hierarchical Recurrent Neural Network for Document Modeling.
Rui Lin, Shujie Liu, Muyun Yang, Mu Li, Ming Zhou, Sheng Li
2015Higher-order logical inference with compositional semantics.
Koji Mineshima, Pascual Martínez-Gómez, Yusuke Miyao, Daisuke Bekki
2015How Much Information Does a Human Translator Add to the Original?
Barret Zoph, Marjan Ghazvininejad, Kevin Knight
2015How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models.
Shafiq R. Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali, Stephan Vogel
2015Human Evaluation of Grammatical Error Correction Systems.
Roman Grundkiewicz, Marcin Junczys-Dowmunt, Edward Gillian
2015Humor Recognition and Humor Anchor Extraction.
Diyi Yang, Alon Lavie, Chris Dyer, Eduard H. Hovy
2015Identification and Verification of Simple Claims about Statistical Properties.
Andreas Vlachos, Sebastian Riedel
2015Identifying Political Sentiment between Nation States with Social Media.
Nathanael Chambers, Victor Bowen, Ethan Genco, Xisen Tian, Eric Young, Ganesh Harihara, Eugene Yang
2015Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval.
Ruka Funaki, Hideki Nakayama
2015Improved Arabic Dialect Classification with Social Media Data.
Fei Huang
2015Improved Relation Extraction with Feature-Rich Compositional Embedding Models.
Matthew R. Gormley, Mo Yu, Mark Dredze
2015Improved Transition-Based Parsing and Tagging with Neural Networks.
Chris Alberti, David Weiss, Greg Coppola, Slav Petrov
2015Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs.
Miguel Ballesteros, Chris Dyer, Noah A. Smith
2015Improving Arabic Diacritization through Syntactic Analysis.
Anas Shahrour, Salam Khalifa, Nizar Habash
2015Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists.
Lidong Bing, Sneha Chaudhari, Richard C. Wang, William W. Cohen
2015Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar.
Junhui Li, Muhua Zhu, Wei Lu, Guodong Zhou
2015Improving Statistical Machine Translation with a Multilingual Paraphrase Database.
Ramtin Mehdizadeh Seraj, Maryam Siahbani, Anoop Sarkar
2015Improving fast_align by Reordering.
Chenchen Ding, Masao Utiyama, Eiichiro Sumita
2015Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction.
Anh Tuan Luu, Jung-Jae Kim, See-Kiong Ng
2015Indicative Tweet Generation: An Extractive Summarization Problem?
Priya Sidhaye, Jackie Chi Kit Cheung
2015Inferring Binary Relation Schemas for Open Information Extraction.
Kangqi Luo, Xusheng Luo, Kenny Qili Zhu
2015Intra-sentential Zero Anaphora Resolution using Subject Sharing Recognition.
Ryu Iida, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh, Julien Kloetzer
2015Investigating Continuous Space Language Models for Machine Translation Quality Estimation.
Kashif Shah, Raymond W. M. Ng, Fethi Bougares, Lucia Specia
2015JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis.
Kun-Hu Luo, Zhi-Hong Deng, Hongliang Yu, Liang-Chen Wei
2015Joint A* CCG Parsing and Semantic Role Labelling.
Mike Lewis, Luheng He, Luke Zettlemoyer
2015Joint Embedding of Query and Ad by Leveraging Implicit Feedback.
Sungjin Lee, Yifan Hu
2015Joint Entity Recognition and Disambiguation.
Gang Luo, Xiaojiang Huang, Chin-Yew Lin, Zaiqing Nie
2015Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron.
Jun Araki, Teruko Mitamura
2015Joint Lemmatization and Morphological Tagging with Lemming.
Thomas Müller, Ryan Cotterell, Alexander M. Fraser, Hinrich Schütze
2015Joint Mention Extraction and Classification with Mention Hypergraphs.
Wei Lu, Dan Roth
2015Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models.
Lingjia Deng, Janyce Wiebe
2015Joint prediction in MST-style discourse parsing for argumentation mining.
Andreas Peldszus, Manfred Stede
2015Key Concept Identification for Medical Information Retrieval.
Jiaping Zheng, Hong Yu
2015Keyboard Logs as Natural Annotations for Word Segmentation.
Fumihiko Takahashi, Shinsuke Mori
2015Knowledge Base Inference using Bridging Entities.
Bhushan Kotnis, Pradeep Bansal, Partha P. Talukdar
2015Knowledge Base Unification via Sense Embeddings and Disambiguation.
Claudio Delli Bovi, Luis Espinosa Anke, Roberto Navigli
2015Krimping texts for better summarization.
Marina Litvak, Mark Last, Natalia Vanetik
2015LCSTS: A Large Scale Chinese Short Text Summarization Dataset.
Baotian Hu, Qingcai Chen, Fangze Zhu
2015LDTM: A Latent Document Type Model for Cumulative Citation Recommendation.
Jingang Wang, Dandan Song, Zhiwei Zhang, Lejian Liao, Luo Si, Chin-Yew Lin
2015Language Understanding for Text-based Games using Deep Reinforcement Learning.
Karthik Narasimhan, Tejas D. Kulkarni, Regina Barzilay
2015Language and Domain Independent Entity Linking with Quantified Collective Validation.
Han Wang, Jinguang Zheng, Xiaogang Ma, Peter Fox, Heng Ji
2015Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity.
Julien Kloetzer, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh
2015Learn to Solve Algebra Word Problems Using Quadratic Programming.
Lipu Zhou, Shuaixiang Dai, Liwei Chen
2015Learning Better Embeddings for Rare Words Using Distributional Representations.
Irina Sergienya, Hinrich Schütze
2015Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions.
Majid Yazdani, Meghdad Farahmand, James Henderson
2015Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation.
Xing Wang, Deyi Xiong, Min Zhang
2015Learning Timeline Difference for Text Categorization.
Fumiyo Fukumoto, Yoshimi Suzuki
2015Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments.
Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh
2015Learning a Deep Hybrid Model for Semi-Supervised Text Classification.
Alexander G. Ororbia II, C. Lee Giles, David Reitter
2015Learning to Automatically Solve Logic Grid Puzzles.
Arindam Mitra, Chitta Baral
2015Learning to Identify the Best Contexts for Knowledge-based WSD.
Evgenia Wasserman Pritsker, William W. Cohen, Einat Minkov
2015Learning to Recognize Affective Polarity in Similes.
Ashequl Qadir, Ellen Riloff, Marilyn A. Walker
2015Leave-one-out Word Alignment without Garbage Collector Effects.
Xiaolin Wang, Masao Utiyama, Andrew M. Finch, Taro Watanabe, Eiichiro Sumita
2015Long Short-Term Memory Neural Networks for Chinese Word Segmentation.
Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu, Xuanjing Huang
2015Measuring Prerequisite Relations Among Concepts.
Chen Liang, Zhaohui Wu, Wenyi Huang, C. Lee Giles
2015Mise en Place: Unsupervised Interpretation of Instructional Recipes.
Chloé Kiddon, Ganesa Thandavam Ponnuraj, Luke Zettlemoyer, Yejin Choi
2015Modeling Relation Paths for Representation Learning of Knowledge Bases.
Yankai Lin, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun, Siwei Rao, Song Liu
2015Modeling Reportable Events as Turning Points in Narrative.
Jessica Ouyang, Kathleen R. McKeown
2015Modeling Tweet Arrival Times using Log-Gaussian Cox Processes.
Michal Lukasik, P. K. Srijith, Trevor Cohn, Kalina Bontcheva
2015Molding CNNs for text: non-linear, non-consecutive convolutions.
Tao Lei, Regina Barzilay, Tommi S. Jaakkola
2015Monotone Submodularity in Opinion Summaries.
Jayanth Jayanth, Jayaprakash Sundararaj, Pushpak Bhattacharyya
2015More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets.
Axel Schulz, Christian Guckelsberger, Benedikt Schmidt
2015Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model.
Hajime Morita, Daisuke Kawahara, Sadao Kurohashi
2015Motivating Personality-aware Machine Translation.
Shachar Mirkin, Scott Nowson, Caroline Brun, Julien Perez
2015Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts.
Hardik Vala, David Jurgens, Andrew Piper, Derek Ruths
2015Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception.
Douwe Kiela, Stephen Clark
2015Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks.
Hua He, Kevin Gimpel, Jimmy Lin
2015Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents.
Pengfei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu, Xuanjing Huang
2015Multi-label Text Categorization with Joint Learning Predictions-as-Features Method.
Li Li, Houfeng Wang, Xu Sun, Baobao Chang, Shi Zhao, Lei Sha
2015Multilingual discriminative lexicalized phrase structure parsing.
Benoît Crabbé
2015Name List Only? Target Entity Disambiguation in Short Texts.
Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji, Jie Tang
2015Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings.
Nanyun Peng, Mark Dredze
2015Named entity recognition with document-specific KB tag gazetteers.
Will Radford, Xavier Carreras, James Henderson
2015Navigating the Semantic Horizon using Relative Neighborhood Graphs.
Amaru Cuba Gyllensten, Magnus Sahlgren
2015Neural Networks for Open Domain Targeted Sentiment.
Meishan Zhang, Yue Zhang, Duy-Tin Vo
2015Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks.
Emily Jamison, Iryna Gurevych
2015Non-lexical neural architecture for fine-grained POS Tagging.
Matthieu Labeau, Kevin Löser, Alexandre Allauzen
2015Not All Contexts Are Created Equal: Better Word Representations with Variable Attention.
Wang Ling, Yulia Tsvetkov, Silvio Amir, Ramon Fermandez, Chris Dyer, Alan W. Black, Isabel Trancoso, Chu-Cheng Lin
2015On A Strictly Convex IBM Model 1.
Andrei Simion, Michael Collins, Cliff Stein
2015On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse.
Judith Eckle-Kohler, Roland Kluge, Iryna Gurevych
2015Online Learning of Interpretable Word Embeddings.
Hongyin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun
2015Online Representation Learning in Recurrent Neural Language Models.
Marek Rei
2015Online Sentence Novelty Scoring for Topical Document Streams.
Sungjin Lee
2015Online Updating of Word Representations for Part-of-Speech Tagging.
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
2015Open Extraction of Fine-Grained Political Statements.
David Bamman, Noah A. Smith
2015Open-Domain Name Error Detection using a Multi-Task RNN.
Hao Cheng, Hao Fang, Mari Ostendorf
2015Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation.
Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, Jonathan May
2015Part-of-speech Taggers for Low-resource Languages using CCA Features.
Young-Bum Kim, Benjamin Snyder, Ruhi Sarikaya
2015Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources.
Lucie Flekova, Iryna Gurevych
2015Personalized Machine Translation: Predicting Translational Preferences.
Shachar Mirkin, Jean-Luc Meunier
2015Phrase-based Compressive Cross-Language Summarization.
Jin-Ge Yao, Xiaojun Wan, Jianguo Xiao
2015PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis.
Thien Hai Nguyen, Kiyoaki Shirai
2015Posterior calibration and exploratory analysis for natural language processing models.
Khanh Nguyen, Brendan O'Connor
2015Pre-Computable Multi-Layer Neural Network Language Models.
Jacob Devlin, Chris Quirk, Arul Menezes
2015Predicting the Structure of Cooking Recipes.
Jermsak Jermsurawong, Nizar Habash
2015Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015
Lluís Màrquez, Chris Callison-Burch, Jian Su, Daniele Pighin, Yuval Marton
2015Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language.
Luheng He, Mike Lewis, Luke Zettlemoyer
2015RELLY: Inferring Hypernym Relationships Between Relational Phrases.
Adam Grycner, Gerhard Weikum, Jay Pujara, James R. Foulds, Lise Getoor
2015Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGE.
Yvette Graham
2015ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks.
Rohit Gupta, Constantin Orasan, Josef van Genabith
2015Reading Documents for Bayesian Online Change Point Detection.
Taehoon Kim, Jaesik Choi
2015Recognizing Biographical Sections in Wikipedia.
Alessio Palmero Aprosio, Sara Tonelli
2015Recognizing Textual Entailment Using Probabilistic Inference.
Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui, Tingsong Jiang
2015Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification.
Ning Xing, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song
2015Reordering Grammar Induction.
Milos Stanojevic, Khalil Sima'an
2015Representing Text for Joint Embedding of Text and Knowledge Bases.
Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury, Michael Gamon
2015Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds.
Corina Dima
2015Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation.
Marc Dymetman, Sriram Venkatapathy, Chunyang Xiao
2015Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation.
Fabienne Braune, Nina Seemann, Alexander M. Fraser
2015SLSA: A Sentiment Lexicon for Standard Arabic.
Ramy Eskander, Owen Rambow
2015Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words.
Debanjan Ghosh, Weiwei Guo, Smaranda Muresan
2015Scientific Article Summarization Using Citation-Context and Article's Discourse Structure.
Arman Cohan, Nazli Goharian
2015Script Induction as Language Modeling.
Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro, Benjamin Van Durme
2015Search-Aware Tuning for Hierarchical Phrase-based Decoding.
Feifei Zhai, Liang Huang, Kai Zhao
2015Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information.
Anh Tuan Tran, Nam Khanh Tran, Asmelash Teka Hadgu, Robert Jäschke
2015Semantic Framework for Comparison Structures in Natural Language.
Omid Bakhshandeh, James F. Allen
2015Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling.
Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao
2015Semantic Role Labeling with Neural Network Factors.
Nicholas FitzGerald, Oscar Täckström, Kuzman Ganchev, Dipanjan Das
2015Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems.
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young
2015Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics.
David S. Batista, Bruno Martins, Mário J. Silva
2015Semi-supervised Chinese Word Segmentation based on Bilingual Information.
Wei Chen, Bo Xu
2015Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data.
Eliyahu Kiperwasser, Yoav Goldberg
2015Sentence Compression by Deletion with LSTMs.
Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser, Oriol Vinyals
2015Sentence Modeling with Gated Recursive Neural Network.
Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu, Xuanjing Huang
2015Sentiment Flow - A General Model of Web Review Argumentation.
Henning Wachsmuth, Johannes Kiesel, Benno Stein
2015Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition.
Biao Zhang, Jinsong Su, Deyi Xiong, Yaojie Lu, Hong Duan, Junfeng Yao
2015Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection.
Ruty Rinott, Lena Dankin, Carlos Alzate Perez, Mitesh M. Khapra, Ehud Aharoni, Noam Slonim
2015Sieve-Based Spatial Relation Extraction with Expanding Parse Trees.
Jennifer D'Souza, Vincent Ng
2015Social Media Text Classification under Negative Covariate Shift.
Geli Fei, Bing Liu
2015Solving General Arithmetic Word Problems.
Subhro Roy, Dan Roth
2015Solving Geometry Problems: Combining Text and Diagram Interpretation.
Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni, Clint Malcolm
2015Specializing Word Embeddings for Similarity or Relatedness.
Douwe Kiela, Felix Hill, Stephen Clark
2015Spelling Correction of User Search Queries through Statistical Machine Translation.
Sasa Hasan, Carmen Heger, Saab Mansour
2015Stochastic Top-k ListNet.
Tianyi Luo, Dong Wang, Rong Liu, Yiqiao Pan
2015Summarization Based on Embedding Distributions.
Hayato Kobayashi, Masaki Noguchi, Taichi Yatsuka
2015Summarizing Student Responses to Reflection Prompts.
Wencan Luo, Diane J. Litman
2015Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis.
Sun Kim, Lana Yeganova, W. John Wilbur
2015Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages.
Tomer Levinboim, David Chiang
2015Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining.
Likun Qiu, Yue Zhang, Yanan Lu
2015Syntactic Parse Fusion.
Do Kook Choe, David McClosky, Eugene Charniak
2015Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning.
Jianpeng Cheng, Dimitri Kartsaklis
2015Syntax-based Rewriting for Simultaneous Machine Translation.
He He, Alvin Grissom II, John Morgan, Jordan L. Boyd-Graber, Hal Daumé III
2015System Combination for Machine Translation through Paraphrasing.
Wei-Yun Ma, Kathleen R. McKeown
2015System Combination for Multi-document Summarization.
Kai Hong, Mitchell Marcus, Ani Nenkova
2015TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering.
Linmei Hu, Juanzi Li, Xiaoli Li, Chao Shao, Xuzhong Wang
2015Talking to the crowd: What do people react to in online discussions?
Aaron Jaech, Victoria Zayats, Hao Fang, Mari Ostendorf, Hannaneh Hajishirzi
2015That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets.
William Yang Wang, Diyi Yang
2015The Forest Convolutional Network: Compositional Distributional Semantics with a Neural Chart and without Binarization.
Phong Le, Willem H. Zuidema
2015The Overall Markedness of Discourse Relations.
Lifeng Jin, Marie-Catherine de Marneffe
2015The Rating Game: Sentiment Rating Reproducibility from Text.
Lasse Borgholt, Peter Simonsen, Dirk Hovy
2015Topic Identification and Discovery on Text and Speech.
Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero, Benjamin Van Durme
2015Topical Coherence for Graph-based Extractive Summarization.
Daraksha Parveen, Hans-Martin Ramsl, Michael Strube
2015Touch-Based Pre-Post-Editing of Machine Translation Output.
Benjamin Marie, Aurélien Max
2015Towards the Extraction of Customer-to-Customer Suggestions from Reviews.
Sapna Negi, Paul Buitelaar
2015Trans-gram, Fast Cross-lingual Word-embeddings.
Jocelyn Coulmance, Jean-Marc Marty, Guillaume Wenzek, Amine Benhalloum
2015Transducer Disambiguation with Sparse Topological Features.
Gonzalo Iglesias, Adrià de Gispert, Bill Byrne
2015Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks.
Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu, Xuanjing Huang
2015Translation Invariant Word Embeddings.
Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu
2015Traversing Knowledge Graphs in Vector Space.
Kelvin Guu, John Miller, Percy Liang
2015Turn-taking phenomena in incremental dialogue systems.
Hatim Khouzaimi, Romain Laroche, Fabrice Lefèvre
2015Twitter-scale New Event Detection via K-term Hashing.
Dominik Wurzer, Victor Lavrenko, Miles Osborne
2015Unsupervised Negation Focus Identification with Word-Topic Graph Model.
Bowei Zou, Guodong Zhou, Qiaoming Zhu
2015Using Content-level Structures for Summarizing Microblog Repost Trees.
Jing Li, Wei Gao, Zhongyu Wei, Baolin Peng, Kam-Fai Wong
2015Using Personal Traits For Brand Preference Prediction.
Chao Yang, Shimei Pan, Jalal Mahmud, Huahai Yang, Padmini Srinivasan
2015Variable-Length Word Encodings for Neural Translation Models.
Rohan Chitnis, John DeNero
2015Verbal and Nonverbal Clues for Real-life Deception Detection.
Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, C. J. Linton, Mihai Burzo
2015Visual Bilingual Lexicon Induction with Transferred ConvNet Features.
Douwe Kiela, Ivan Vulic, Stephen Clark
2015What Your Username Says About You.
Aaron Jaech, Mari Ostendorf
2015What's in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation.
Arne Köhn
2015When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li, Thang Luong, Dan Jurafsky, Eduard H. Hovy
2015WikiQA: A Challenge Dataset for Open-Domain Question Answering.
Yi Yang, Wen-tau Yih, Christopher Meek
2015Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia.
Seokhwan Kim, Rafael E. Banchs, Haizhou Li