| 2013 | A Constrained Latent Variable Model for Coreference Resolution. Kai-Wei Chang, Rajhans Samdani, Dan Roth |
| 2013 | A Convex Alternative to IBM Model 2. Andrei Simion, Michael Collins, Cliff Stein |
| 2013 | A Corpus Level MIRA Tuning Strategy for Machine Translation. Ming Tan, Tian Xia, Shaojun Wang, Bowen Zhou |
| 2013 | A Dataset for Research on Short-Text Conversations. Hao Wang, Zhengdong Lu, Hang Li, Enhong Chen |
| 2013 | A Discourse-Driven Content Model for Summarising Scientific Articles Evaluated in a Complex Question Answering Task. Maria Liakata, Simon Dobnik, Shyamasree Saha, Colin R. Batchelor, Dietrich Rebholz-Schuhmann |
| 2013 | A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication. Byron C. Wallace, Thomas A. Trikalinos, Michael Barton Laws, Ira B. Wilson, Eugene Charniak |
| 2013 | A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers. Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu |
| 2013 | A Joint Learning Model of Word Segmentation, Lexical Acquisition, and Phonetic Variability. Micha Elsner, Sharon Goldwater, Naomi Feldman, Frank Wood |
| 2013 | A Log-Linear Model for Unsupervised Text Normalization. Yi Yang, Jacob Eisenstein |
| 2013 | A Multi-Teraflop Constituency Parser using GPUs. John F. Canny, David Hall, Dan Klein |
| 2013 | A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities. Stephen Roller, Sabine Schulte im Walde |
| 2013 | A Semantically Enhanced Approach to Determine Textual Similarity. Eduardo Blanco, Dan I. Moldovan |
| 2013 | A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else). Ivan Vulic, Marie-Francine Moens |
| 2013 | A Synchronous Context Free Grammar for Time Normalization. Steven Bethard |
| 2013 | A Systematic Exploration of Diversity in Machine Translation. Kevin Gimpel, Dhruv Batra, Chris Dyer, Gregory Shakhnarovich |
| 2013 | A Unified Model for Topics, Events and Users on Twitter. Qiming Diao, Jing Jiang |
| 2013 | A Walk-Based Semantically Enriched Tree Kernel Over Distributed Word Representations. Shashank Srivastava, Dirk Hovy, Eduard H. Hovy |
| 2013 | A temporal model of text periodicities using Gaussian Processes. Daniel Preotiuc-Pietro, Trevor Cohn |
| 2013 | Adaptor Grammars for Learning Non-Concatenative Morphology. Jan A. Botha, Phil Blunsom |
| 2013 | An Efficient Language Model Using Double-Array Structures. Makoto Yasuhara, Toru Tanaka, Jun-ya Norimatsu, Mikio Yamamoto |
| 2013 | An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training. Fan Yang, Paul Vozila |
| 2013 | Anchor Graph: Global Reordering Contexts for Statistical Machine Translation. Hendra Setiawan, Bowen Zhou, Bing Xiang |
| 2013 | Animacy Detection with Voting Models. Joshua L. Moore, Christopher J. C. Burges, Erin Renshaw, Wen-tau Yih |
| 2013 | Application of Localized Similarity for Web Documents. Peter Rebersek, Mateja Verlic |
| 2013 | Appropriately Incorporating Statistical Significance in PMI. Om P. Damani, Shweta Ghonge |
| 2013 | Assembling the Kazakh Language Corpus. Olzhas Makhambetov, Aibek Makazhanov, Zhandos Yessenbayev, Bakhyt Matkarimov, Islam Sabyrgaliyev, Anuar Sharafudinov |
| 2013 | Authorship Attribution of Micro-Messages. Roy Schwartz, Oren Tsur, Ari Rappoport, Moshe Koppel |
| 2013 | Automated Essay Scoring by Maximizing Human-Machine Agreement. Hongbo Chen, Ben He |
| 2013 | Automatic Domain Partitioning for Multi-Domain Learning. Di Wang, Chenyan Xiong, William Yang Wang |
| 2013 | Automatic Extraction of Morphological Lexicons from Morphologically Annotated Corpora. Ramy Eskander, Nizar Habash, Owen Rambow |
| 2013 | Automatic Feature Engineering for Answer Selection and Extraction. Aliaksei Severyn, Alessandro Moschitti |
| 2013 | Automatic Idiom Identification in Wiktionary. Grace Muzny, Luke Zettlemoyer |
| 2013 | Automatic Knowledge Acquisition for Case Alternation between the Passive and Active Voices in Japanese. Ryohei Sasano, Daisuke Kawahara, Sadao Kurohashi, Manabu Okumura |
| 2013 | Automatically Classifying Edit Categories in Wikipedia Revisions. Johannes Daxenberger, Iryna Gurevych |
| 2013 | Automatically Detecting and Attributing Indirect Quotations. Silvia Pareti, Timothy O'Keefe, Ioannis Konstas, James R. Curran, Irena Koprinska |
| 2013 | Automatically Determining a Proper Length for Multi-Document Summarization: A Bayesian Nonparametric Approach. Tengfei Ma, Hiroshi Nakagawa |
| 2013 | Automatically Identifying Pseudepigraphic Texts. Moshe Koppel, Shachar Seidman |
| 2013 | Bilingual Word Embeddings for Phrase-Based Machine Translation. Will Y. Zou, Richard Socher, Daniel M. Cer, Christopher D. Manning |
| 2013 | Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings. Artem Sokolov, Laura Jehl, Felix Hieber, Stefan Riezler |
| 2013 | Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction. Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky |
| 2013 | Building Event Threads out of Multiple News Articles. Xavier Tannier, Véronique Moriceau |
| 2013 | Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge. Dhouha Bouamor, Adrian Popescu, Nasredine Semmar, Pierre Zweigenbaum |
| 2013 | Cascading Collective Classification for Bridging Anaphora Recognition using a Rich Linguistic Feature Set. Yufang Hou, Katja Markert, Michael Strube |
| 2013 | Centering Similarity Measures to Reduce Hubs. Ikumi Suzuki, Kazuo Hara, Masashi Shimbo, Marco Saerens, Kenji Fukumizu |
| 2013 | Chinese Zero Pronoun Resolution: Some Recent Advances. Chen Chen, Vincent Ng |
| 2013 | Classifying Message Board Posts with an Extracted Lexicon of Patient Attributes. Ruihong Huang, Ellen Riloff |
| 2013 | Collective Opinion Target Extraction in Chinese Microblogs. Xinjie Zhou, Xiaojun Wan, Jianguo Xiao |
| 2013 | Collective Personal Profile Summarization with Social Networks. Zhongqing Wang, Shoushan Li, Fang Kong, Guodong Zhou |
| 2013 | Combining Generative and Discriminative Model Scores for Distant Supervision. Benjamin Roth, Dietrich Klakow |
| 2013 | Combining PCFG-LA Models with Dual Decomposition: A Case Study with Function Labels and Binarization. Joseph Le Roux, Antoine Rozenknop, Jennifer Foster |
| 2013 | Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction. Jason Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier |
| 2013 | Converting Continuous-Space Language Models into N-Gram Language Models for Statistical Machine Translation. Rui Wang, Masao Utiyama, Isao Goto, Eiichiro Sumita, Hai Zhao, Bao-Liang Lu |
| 2013 | Cross-Lingual Discriminative Learning of Sequence Models with Posterior Regularization. Kuzman Ganchev, Dipanjan Das |
| 2013 | Decipherment with a Million Random Restarts. Taylor Berg-Kirkpatrick, Dan Klein |
| 2013 | Decoding with Large-Scale Neural Language Models Improves Translation. Ashish Vaswani, Yinggong Zhao, Victoria Fossum, David Chiang |
| 2013 | Deep Learning for Chinese Word Segmentation and POS Tagging. Xiaoqing Zheng, Hanyang Chen, Tianyu Xu |
| 2013 | Dependency Language Models for Sentence Completion. Joseph Gubbins, Andreas Vlachos |
| 2013 | Dependency-Based Decipherment for Resource-Limited Machine Translation. Qing Dou, Kevin Knight |
| 2013 | Deriving Adjectival Scales from Continuous Space Word Representations. Joo-Kyung Kim, Marie-Catherine de Marneffe |
| 2013 | Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models. Douwe Kiela, Stephen Clark |
| 2013 | Detecting Promotional Content in Wikipedia. Shruti Bhosale, Heath Vinicombe, Raymond J. Mooney |
| 2013 | Detection of Product Comparisons - How Far Does an Out-of-the-Box Semantic Role Labeling System Take You? Wiltrud Kessler, Jonas Kuhn |
| 2013 | Discourse Level Explanatory Relation Extraction from Product Reviews Using First-Order Logic. Qi Zhang, Jin Qian, Huan Chen, Jihua Kang, Xuanjing Huang |
| 2013 | Discriminative Improvements to Distributional Sentence Similarity. Yangfeng Ji, Jacob Eisenstein |
| 2013 | Document Summarization via Guided Sentence Compression. Chen Li, Fei Liu, Fuliang Weng, Yang Liu |
| 2013 | Dynamic Feature Selection for Dependency Parsing. He He, Hal Daumé III, Jason Eisner |
| 2013 | Easy Victories and Uphill Battles in Coreference Resolution. Greg Durrett, Dan Klein |
| 2013 | Effectiveness and Efficiency of Open Relation Extraction. Filipe de Sá Mesquita, Jordan Schmidek, Denilson Barbosa |
| 2013 | Efficient Collective Entity Linking with Stacking. Zhengyan He, Shujie Liu, Yang Song, Mu Li, Ming Zhou, Houfeng Wang |
| 2013 | Efficient Higher-Order CRFs for Morphological Tagging. Thomas Müller, Helmut Schmid, Hinrich Schütze |
| 2013 | Efficient Left-to-Right Hierarchical Phrase-Based Translation with Improved Reordering. Maryam Siahbani, Baskaran Sankaran, Anoop Sarkar |
| 2013 | Elephant: Sequence Labeling for Word and Sentence Segmentation. Kilian Evang, Valerio Basile, Grzegorz Chrupala, Johan Bos |
| 2013 | Error-Driven Analysis of Challenges in Coreference Resolution. Jonathan K. Kummerfeld, Dan Klein |
| 2013 | Event Schema Induction with a Probabilistic Entity-Driven Model. Nathanael Chambers |
| 2013 | Event-Based Time Label Propagation for Automatic Dating of News Articles. Tao Ge, Baobao Chang, Sujian Li, Zhifang Sui |
| 2013 | Exploiting Discourse Analysis for Article-Wide Temporal Classification. Jun-Ping Ng, Min-Yen Kan, Ziheng Lin, Vanessa Wei Feng, Bin Chen, Jian Su, Chew Lim Tan |
| 2013 | Exploiting Domain Knowledge in Aspect Extraction. Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh |
| 2013 | Exploiting Language Models for Visual Recognition. Dieu-Thu Le, Jasper R. R. Uijlings, Raffaella Bernardi |
| 2013 | Exploiting Multiple Sources for Open-Domain Hypernym Discovery. Ruiji Fu, Bing Qin, Ting Liu |
| 2013 | Exploiting Zero Pronouns to Improve Chinese Coreference Resolution. Fang Kong, Hwee Tou Ng |
| 2013 | Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media. Svitlana Volkova, Theresa Wilson, David Yarowsky |
| 2013 | Exploring Representations from Unlabeled Data with Co-training for Chinese Word Segmentation. Longkai Zhang, Houfeng Wang, Xu Sun, Mairgup Mansur |
| 2013 | Exploring the Utility of Joint Morphological and Syntactic Learning from Child-directed Speech. Stella Frank, Frank Keller, Sharon Goldwater |
| 2013 | Factored Soft Source Syntactic Constraints for Hierarchical Machine Translation. Zhongqiang Huang, Jacob Devlin, Rabih Zbib |
| 2013 | Fast Joint Compression and Summarization via Graph Cuts. Xian Qian, Yang Liu |
| 2013 | Feature Noising for Log-Linear Structured Prediction. Sida Wang, Mengqiu Wang, Stefan Wager, Percy Liang, Christopher D. Manning |
| 2013 | Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing. Angeliki Lazaridou, Eva Maria Vecchi, Marco Baroni |
| 2013 | Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding. Martin Cmejrek, Haitao Mi, Bowen Zhou |
| 2013 | Gender Inference of Twitter Users in Non-English Contexts. Morgane Ciot, Morgan Sonderegger, Derek Ruths |
| 2013 | Generating Coherent Event Schemas at Scale. Niranjan Balasubramanian, Stephen Soderland, Mausam, Oren Etzioni |
| 2013 | Grounding Strategic Conversation: Using Negotiation Dialogues to Predict Trades in a Win-Lose Game. Anaïs Cadilhac, Nicholas Asher, Farah Benamara, Alex Lascarides |
| 2013 | Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models. Stefano Faralli, Roberto Navigli |
| 2013 | Harvesting Parallel News Streams to Generate Paraphrases of Event Relations. Congle Zhang, Daniel S. Weld |
| 2013 | Identifying Manipulated Offerings on Review Portals. Jiwei Li, Myle Ott, Claire Cardie |
| 2013 | Identifying Multiple Userids of the Same Author. Tieyun Qian, Bing Liu |
| 2013 | Identifying Phrasal Verbs Using Many Bilingual Corpora. Karl Pichotta, John DeNero |
| 2013 | Identifying Web Search Query Reformulation using Concept based Matching. Ahmed Hassan |
| 2013 | Image Description using Visual Dependency Representations. Desmond Elliott, Frank Keller |
| 2013 | Implicit Feature Detection via a Constrained Topic Model and SVM. Wei Wang, Hua Xu, Xiaoqiu Huang |
| 2013 | Improvements to the Bayesian Topic N-Gram Models. Hiroshi Noji, Daichi Mochihashi, Yusuke Miyao |
| 2013 | Improving Alignment of System Combination by Using Multi-objective Optimization. Tian Xia, Zongcheng Ji, Shaodan Zhai, Yidong Chen, Qun Liu, Shaojun Wang |
| 2013 | Improving Learning and Inference in a Large Knowledge-Base using Latent Syntactic Cues. Matt Gardner, Partha Pratim Talukdar, Bryan Kisiel, Tom M. Mitchell |
| 2013 | Improving Pivot-Based Statistical Machine Translation Using Random Walk. Xiaoning Zhu, Zhongjun He, Hua Wu, Haifeng Wang, Conghui Zhu, Tiejun Zhao |
| 2013 | Improving Statistical Machine Translation with Word Class Models. Joern Wuebker, Stephan Peitz, Felix Rietig, Hermann Ney |
| 2013 | Improving Web Search Ranking by Incorporating Structured Annotation of Queries. Xiao Ding, Zhicheng Dou, Bing Qin, Ting Liu, Ji-Rong Wen |
| 2013 | Inducing Document Plans for Concept-to-Text Generation. Ioannis Konstas, Mirella Lapata |
| 2013 | Interactive Machine Translation using Hierarchical Translation Models. Jesús González-Rubio, Daniel Ortiz-Martínez, José-Miguel Benedí, Francisco Casacuberta |
| 2013 | Interpreting Anaphoric Shell Nouns using Antecedents of Cataphoric Shell Nouns as Training Data. Varada Kolhatkar, Heike Zinsmeister, Graeme Hirst |
| 2013 | Is Twitter A Better Corpus for Measuring Sentiment Similarity? Shi Feng, Le Zhang, Binyang Li, Daling Wang, Ge Yu, Kam-Fai Wong |
| 2013 | Japanese Zero Reference Resolution Considering Exophora and Author/Reader Mentions. Masatsugu Hangyo, Daisuke Kawahara, Sadao Kurohashi |
| 2013 | Joint Bootstrapping of Corpus Annotations and Entity Types. Hrushikesh Mohapatra, Siddhanth Jain, Soumen Chakrabarti |
| 2013 | Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning. Xipeng Qiu, Jiayi Zhao, Xuanjing Huang |
| 2013 | Joint Coreference Resolution and Named-Entity Linking with Multi-Pass Sieves. Hannaneh Hajishirzi, Leila Zilles, Daniel S. Weld, Luke Zettlemoyer |
| 2013 | Joint Language and Translation Modeling with Recurrent Neural Networks. Michael Auli, Michel Galley, Chris Quirk, Geoffrey Zweig |
| 2013 | Joint Learning and Inference for Grammatical Error Correction. Alla Rozovskaya, Dan Roth |
| 2013 | Joint Learning of Phonetic Units and Word Pronunciations for ASR. Chia-ying Lee, Yu Zhang, James R. Glass |
| 2013 | Joint Parsing and Disfluency Detection in Linear Time. Mohammad Sadegh Rasooli, Joel R. Tetreault |
| 2013 | Latent Anaphora Resolution for Cross-Lingual Pronoun Prediction. Christian Hardmeier, Jörg Tiedemann, Joakim Nivre |
| 2013 | Learning Biological Processes with Global Constraints. Aju Thalappillil Scaria, Jonathan Berant, Mengqiu Wang, Peter Clark, Justin Lewis, Brittany Harding, Christopher D. Manning |
| 2013 | Learning Distributions over Logical Forms for Referring Expression Generation. Nicholas FitzGerald, Yoav Artzi, Luke Zettlemoyer |
| 2013 | Learning Latent Word Representations for Domain Adaptation using Supervised Word Clustering. Min Xiao, Feipeng Zhao, Yuhong Guo |
| 2013 | Learning Topics and Positions from Debatepedia. Swapna Gottipati, Minghui Qiu, Yanchuan Sim, Jing Jiang, Noah A. Smith |
| 2013 | Learning to Freestyle: Hip Hop Challenge-Response Induction via Transduction Rule Segmentation. Dekai Wu, Karteek Addanki, Markus Saers, Meriem Beloucif |
| 2013 | Learning to Rank Lexical Substitutions. György Szarvas, Róbert Busa-Fekete, Eyke Hüllermeier |
| 2013 | Leveraging Lexical Cohesion and Disruption for Topic Segmentation. Anca-Roxana Simon, Guillaume Gravier, Pascale Sébillot |
| 2013 | Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation. Deyi Xiong, Yang Ding, Min Zhang, Chew Lim Tan |
| 2013 | MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of Text. Matthew Richardson, Christopher J. C. Burges, Erin Renshaw |
| 2013 | Max-Margin Synchronous Grammar Induction for Machine Translation. Xinyan Xiao, Deyi Xiong |
| 2013 | Max-Violation Perceptron and Forced Decoding for Scalable MT Training. Heng Yu, Liang Huang, Haitao Mi, Kai Zhao |
| 2013 | Measuring Ideological Proportions in Political Speeches. Yanchuan Sim, Brice D. L. Acree, Justin H. Gross, Noah A. Smith |
| 2013 | Microblog Entity Linking by Leveraging Extra Posts. Yuhang Guo, Bing Qin, Ting Liu, Sheng Li |
| 2013 | Mining New Business Opportunities: Identifying Trend related Products by Leveraging Commercial Intents from Microblogs. Jinpeng Wang, Wayne Xin Zhao, Haitian Wei, Hongfei Yan, Xiaoming Li |
| 2013 | Mining Scientific Terms and their Definitions: A Study of the ACL Anthology. Yiping Jin, Min-Yen Kan, Jun-Ping Ng, Xiangnan He |
| 2013 | Modeling Scientific Impact with Topical Influence Regression. James R. Foulds, Padhraic Smyth |
| 2013 | Modeling and Learning Semantic Co-Compositionality through Prototype Projections and Neural Networks. Masashi Tsubaki, Kevin Duh, Masashi Shimbo, Yuji Matsumoto |
| 2013 | Monolingual Marginal Matching for Translation Model Adaptation. Ann Irvine, Chris Quirk, Hal Daumé III |
| 2013 | Multi-Domain Adaptation for SMT Using Multi-Task Learning. Lei Cui, Xilun Chen, Dongdong Zhang, Shujie Liu, Mu Li, Ming Zhou |
| 2013 | Multi-Relational Latent Semantic Analysis. Kai-Wei Chang, Wen-tau Yih, Christopher Meek |
| 2013 | Naive Bayes Word Sense Induction. Do Kook Choe, Eugene Charniak |
| 2013 | Noise-Aware Character Alignment for Bootstrapping Statistical Machine Transliteration from Bilingual Corpora. Katsuhito Sudoh, Shinsuke Mori, Masaaki Nagata |
| 2013 | Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts. Andrew J. Anderson, Elia Bruni, Ulisse Bordignon, Massimo Poesio, Marco Baroni |
| 2013 | Online Learning for Inexact Hypergraph Search. Hao Zhang, Liang Huang, Kai Zhao, Ryan T. McDonald |
| 2013 | Open Domain Targeted Sentiment. Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, Benjamin Van Durme |
| 2013 | Open-Domain Fine-Grained Class Extraction from Web Search Queries. Marius Pasca |
| 2013 | Opinion Mining in Newspaper Articles by Entropy-Based Word Connections. Thomas Scholz, Stefan Conrad |
| 2013 | Optimal Beam Search for Machine Translation. Alexander M. Rush, Yin-Wen Chang, Michael Collins |
| 2013 | Optimal Incremental Parsing via Best-First Dynamic Programming. Kai Zhao, James Cross, Liang Huang |
| 2013 | Optimized Event Storyline Generation based on Mixture-Event-Aspect Model. Lifu Huang, Lian'en Huang |
| 2013 | Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching. John Philip McCrae, Philipp Cimiano, Roman Klinger |
| 2013 | Overcoming the Lack of Parallel Data in Sentence Compression. Katja Filippova, Yasemin Altun |
| 2013 | Pair Language Models for Deriving Alternative Pronunciations and Spellings from Pronunciation Dictionaries. Russell Beckley, Brian Roark |
| 2013 | Paraphrasing 4 Microblog Normalization. Wang Ling, Chris Dyer, Alan W. Black, Isabel Trancoso |
| 2013 | Predicting the Presence of Discourse Connectives. Gary Patterson, Andrew Kehler |
| 2013 | Predicting the Resolution of Referring Expressions from User Behavior. Nikos Engonopoulos, Martin Villalba, Ivan Titov, Alexander Koller |
| 2013 | Prior Disambiguation of Word Tensors for Constructing Sentence Vectors. Dimitri Kartsaklis, Mehrnoosh Sadrzadeh |
| 2013 | Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL |
| 2013 | Question Difficulty Estimation in Community Question Answering Services. Jing Liu, Quan Wang, Chin-Yew Lin, Hsiao-Wuen Hon |
| 2013 | Recurrent Continuous Translation Models. Nal Kalchbrenner, Phil Blunsom |
| 2013 | Recursive Autoencoders for ITG-Based Translation. Peng Li, Yang Liu, Maosong Sun |
| 2013 | Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank. Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, Christopher Potts |
| 2013 | Regularized Minimum Error Rate Training. Michel Galley, Chris Quirk, Colin Cherry, Kristina Toutanova |
| 2013 | Relational Inference for Wikification. Xiao Cheng, Dan Roth |
| 2013 | Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems! Laura Chiticariu, Yunyao Li, Frederick R. Reiss |
| 2013 | Russian Stress Prediction using Maximum Entropy Ranking. Keith B. Hall, Richard Sproat |
| 2013 | Sarcasm as Contrast between a Positive Sentiment and Negative Situation. Ellen Riloff, Ashequl Qadir, Prafulla Surve, Lalindra De Silva, Nathan Gilbert, Ruihong Huang |
| 2013 | Scaling Semantic Parsers with On-the-Fly Ontology Matching. Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, Luke Zettlemoyer |
| 2013 | Scaling to Large3 Data: An Efficient and Effective Method to Compute Distributional Thesauri. Martin Riedl, Chris Biemann |
| 2013 | Semantic Parsing on Freebase from Question-Answer Pairs. Jonathan Berant, Andrew Chou, Roy Frostig, Percy Liang |
| 2013 | Semi-Markov Phrase-Based Monolingual Alignment. Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, Peter Clark |
| 2013 | Semi-Supervised Feature Transformation for Dependency Parsing. Wenliang Chen, Min Zhang, Yue Zhang |
| 2013 | Semi-Supervised Representation Learning for Cross-Lingual Text Classification. Min Xiao, Yuhong Guo |
| 2013 | Sentiment Analysis: How to Derive Prior Polarities from SentiWordNet. Marco Guerini, Lorenzo Gatti, Marco Turchi |
| 2013 | Shift-Reduce Word Reordering for Machine Translation. Katsuhiko Hayashi, Katsuhito Sudoh, Hajime Tsukada, Jun Suzuki, Masaaki Nagata |
| 2013 | Simple Customization of Recursive Neural Networks for Semantic Relation Classification. Kazuma Hashimoto, Makoto Miwa, Yoshimasa Tsuruoka, Takashi Chikayama |
| 2013 | Simulating Early-Termination Search for Verbose Spoken Queries. Jerome White, Douglas W. Oard, Nitendra Rajput, Marion Zalk |
| 2013 | Single-Document Summarization as a Tree Knapsack Problem. Tsutomu Hirao, Yasuhisa Yoshida, Masaaki Nishino, Norihito Yasuda, Masaaki Nagata |
| 2013 | Source-Side Classifier Preordering for Machine Translation. Uri Lerner, Slav Petrov |
| 2013 | Structured Penalties for Log-Linear Language Models. Anil Kumar Nelakanti, Cédric Archambeau, Julien Mairal, Francis R. Bach, Guillaume Bouchard |
| 2013 | Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics. Eva Maria Vecchi, Roberto Zamparelli, Marco Baroni |
| 2013 | Success with Style: Using Writing Style to Predict the Success of Novels. Vikas Ganjigunte Ashok, Song Feng, Yejin Choi |
| 2013 | Summarizing Complex Events: a Cross-Modal Solution of Storylines Extraction and Reconstruction. Shize Xu, Shanshan Wang, Yan Zhang |
| 2013 | The Answer is at your Fingertips: Improving Passage Retrieval for Web Question Answering with Search Behavior Data. Mikhail Ageev, Dmitry Lagun, Eugene Agichtein |
| 2013 | The Effects of Syntactic Features in Automatic Prediction of Morphology. Wolfgang Seeker, Jonas Kuhn |
| 2013 | The Topology of Semantic Knowledge. Jimmy Dubuisson, Jean-Pierre Eckmann, Christian Scheible, Hinrich Schütze |
| 2013 | The VerbCorner Project: Toward an Empirically-Based Semantic Decomposition of Verbs. Joshua K. Hartshorne, Claire Bonial, Martha Palmer |
| 2013 | This Text Has the Scent of Starbucks: A Laplacian Structured Sparsity Model for Computational Branding Analytics. William Yang Wang, Edward Lin, John Kominek |
| 2013 | Towards Situated Dialogue: Revisiting Referring Expression Generation. Rui Fang, Changsong Liu, Lanbo She, Joyce Y. Chai |
| 2013 | Translating into Morphologically Rich Languages with Synthetic Phrases. Victor Chahuneau, Eva Schlinger, Noah A. Smith, Chris Dyer |
| 2013 | Translation with Source Constituency and Dependency Trees. Fandong Meng, Jun Xie, Linfeng Song, Yajuan Lü, Qun Liu |
| 2013 | Tree Kernel-based Negation and Speculation Scope Detection with Structured Syntactic Parse Features. Bowei Zou, Guodong Zhou, Qiaoming Zhu |
| 2013 | Two-Stage Method for Large-Scale Acquisition of Contradiction Pattern Pairs using Entailment. Julien Kloetzer, Stijn De Saeger, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh, Motoki Sano, Kiyonori Ohtake |
| 2013 | Ubertagging: Joint Segmentation and Supertagging for English. Rebecca Dridan |
| 2013 | Understanding and Quantifying Creativity in Lexical Composition. Polina Kuznetsova, Jianfu Chen, Yejin Choi |
| 2013 | Unsupervised Induction of Contingent Event Pairs from Film Scenes. Zhichao Hu, Elahe Rahimtoroghi, Larissa Munishkina, Reid Swanson, Marilyn A. Walker |
| 2013 | Unsupervised Induction of Cross-Lingual Semantic Relations. Mike Lewis, Mark Steedman |
| 2013 | Unsupervised Relation Extraction with General Domain Knowledge. Oier Lopez de Lacalle, Mirella Lapata |
| 2013 | Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion. Raphaël Bailly, Xavier Carreras, Franco M. Luque, Ariadna Quattoni |
| 2013 | Using Crowdsourcing to get Representations based on Regular Expressions. Anders Søgaard, Héctor Martínez Alonso, Jakob Elming, Anders Johannsen |
| 2013 | Using Paraphrases and Lexical Semantics to Improve the Accuracy and the Robustness of Supervised Models in Situated Dialogue Systems. Claire Gardent, Lina Maria Rojas-Barahona |
| 2013 | Using Soft Constraints in Joint Inference for Clinical Concept Recognition. Prateek Jindal, Dan Roth |
| 2013 | Using Topic Modeling to Improve Prediction of Neuroticism and Depression in College Students. Philip Resnik, Anderson Garron, Rebecca Resnik |
| 2013 | Well-Argued Recommendation: Adaptive Models Based on Words in Recommender Systems. Julien Gaillard, Marc El-Bèze, Eitan Altman, Emmanuel Ethis |
| 2013 | What is Hidden among Translation Rules. Libin Shen, Bowen Zhou |
| 2013 | Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews. Jun Seok Kang, Polina Kuznetsova, Michael Luca, Yejin Choi |
| 2013 | With Blinkers on: Robust Prediction of Eye Movements across Readers. Franz Matthies, Anders Søgaard |
| 2013 | Word Level Language Identification in Online Multilingual Communication. Dong Nguyen, A. Seza Dogruöz |