| 2014 | #TagSpace: Semantic Embeddings from Hashtags. Jason Weston, Sumit Chopra, Keith Adams |
| 2014 | +/-EffectWordNet: Sense-level Lexicon Acquisition for Opinion Inference. Yoonjung Choi, Janyce Wiebe |
| 2014 | A Cognitive Model of Semantic Network Learning. Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson |
| 2014 | A Comparison of Selectional Preference Models for Automatic Verb Classification. Will Roberts, Markus Egg |
| 2014 | A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing. Fang Kong, Hwee Tou Ng, Guodong Zhou |
| 2014 | A Dependency Parser for Tweets. Lingpeng Kong, Nathan Schneider, Swabha Swayamdipta, Archna Bhatia, Chris Dyer, Noah A. Smith |
| 2014 | A Fast and Accurate Dependency Parser using Neural Networks. Danqi Chen, Christopher D. Manning |
| 2014 | A Graph-based Approach for Contextual Text Normalization. Cagil Sonmez, Arzucan Özgür |
| 2014 | A Human Judgement Corpus and a Metric for Arabic MT Evaluation. Houda Bouamor, Hanan Alshikhabobakr, Behrang Mohit, Kemal Oflazer |
| 2014 | A Joint Model for Unsupervised Chinese Word Segmentation. Miaohong Chen, Baobao Chang, Wenzhe Pei |
| 2014 | A Joint Segmentation and Classification Framework for Sentiment Analysis. Duyu Tang, Furu Wei, Bing Qin, Li Dong, Ting Liu, Ming Zhou |
| 2014 | A Model of Coherence Based on Distributed Sentence Representation. Jiwei Li, Eduard H. Hovy |
| 2014 | A Model of Individual Differences in Gaze Control During Reading. Niels Landwehr, Sebastian Arzt, Tobias Scheffer, Reinhold Kliegl |
| 2014 | A Neural Network Approach to Selectional Preference Acquisition. Tim Van de Cruys |
| 2014 | A Neural Network for Factoid Question Answering over Paragraphs. Mohit Iyyer, Jordan L. Boyd-Graber, Leonardo Max Batista Claudino, Richard Socher, Hal Daumé III |
| 2014 | A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing. Carlos Gómez-Rodríguez, Francesco Sartorio, Giorgio Satta |
| 2014 | A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services. Quan Wang, Jing Liu, Bin Wang, Li Guo |
| 2014 | A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents. Yufang Hou, Katja Markert, Michael Strube |
| 2014 | A Sentiment-aligned Topic Model for Product Aspect Rating Prediction. Hao Wang, Martin Ester |
| 2014 | A Shortest-path Method for Arc-factored Semantic Role Labeling. Xavier Lluís, Xavier Carreras, Lluís Màrquez |
| 2014 | A Unified Model for Word Sense Representation and Disambiguation. Xinxiong Chen, Zhiyuan Liu, Maosong Sun |
| 2014 | A convex relaxation for weakly supervised relation extraction. Edouard Grave |
| 2014 | A* CCG Parsing with a Supertag-factored Model. Mike Lewis, Mark Steedman |
| 2014 | Abstractive Summarization of Product Reviews Using Discourse Structure. Shima Gerani, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Bita Nejat |
| 2014 | Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical Normalization. Nobuhiro Kaji, Masaru Kitsuregawa |
| 2014 | Adding High-Precision Links to Wikipedia. Thanapon Noraset, Chandra Bhagavatula, Doug Downey |
| 2014 | Aligning English Strings with Abstract Meaning Representation Graphs. Nima Pourdamghani, Yang Gao, Ulf Hermjakob, Kevin Knight |
| 2014 | Aligning context-based statistical models of language with brain activity during reading. Leila Wehbe, Ashish Vaswani, Kevin Knight, Tom M. Mitchell |
| 2014 | Ambiguity Resolution for Vt-N Structures in Chinese. Yu-Ming Hsieh, Jason S. Chang, Keh-Jiann Chen |
| 2014 | An Etymological Approach to Cross-Language Orthographic Similarity. Application on Romanian. Alina Maria Ciobanu, Liviu P. Dinu |
| 2014 | An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences. Diego Marcheggiani, Thierry Artières |
| 2014 | An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori |
| 2014 | An Iterative Link-based Method for Parallel Web Page Mining. Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji, Jian-Min Yao |
| 2014 | An Unsupervised Model for Instance Level Subcategorization Acquisition. Simon Baker, Roi Reichart, Anna Korhonen |
| 2014 | Analysing recall loss in named entity slot filling. Glen Pink, Joel Nothman, James R. Curran |
| 2014 | Analyzing Stemming Approaches for Turkish Multi-Document Summarization. Muhammed Yavuz Nuzumlali, Arzucan Özgür |
| 2014 | Assessing the Impact of Translation Errors on Machine Translation Quality with Mixed-effects Models. Marcello Federico, Matteo Negri, Luisa Bentivogli, Marco Turchi |
| 2014 | Asymmetric Features Of Human Generated Translation. Sauleh Eetemadi, Kristina Toutanova |
| 2014 | Automatic Domain Assignment for Word Sense Alignment. Tommaso Caselli, Carlo Strapparava |
| 2014 | Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach. Yue Hu, Xiaojun Wan |
| 2014 | Automatic Inference of the Tense of Chinese Events Using Implicit Linguistic Information. Yuchen Zhang, Nianwen Xue |
| 2014 | Balanced Korean Word Spacing with Structural SVM. Changki Lee, Edward Choi, Hyunki Kim |
| 2014 | Better Statistical Machine Translation through Linguistic Treatment of Phrasal Verbs. Kostadin Cholakov, Valia Kordoni |
| 2014 | Beyond Parallel Data: Joint Word Alignment and Decipherment Improves Machine Translation. Qing Dou, Ashish Vaswani, Kevin Knight |
| 2014 | Brighter than Gold: Figurative Language in User Generated Comparisons. Vlad Niculae, Cristian Danescu-Niculescu-Mizil |
| 2014 | Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure. Yancui Li, Wenhe Feng, Jing Sun, Fang Kong, Guodong Zhou |
| 2014 | CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection. Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. Mitchell |
| 2014 | Can characters reveal your native language? A language-independent approach to native language identification. Radu Tudor Ionescu, Marius Popescu, Aoife Cahill |
| 2014 | Chinese Poetry Generation with Recurrent Neural Networks. Xingxing Zhang, Mirella Lapata |
| 2014 | Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers. Chen Chen, Vincent Ng |
| 2014 | Cipher Type Detection. Malte Nuhn, Kevin Knight |
| 2014 | Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach. Cornelia Caragea, Florin Adrian Bulgarov, Andreea Godea, Sujatha Das Gollapalli |
| 2014 | Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions. Jing Peng, Anna Feldman, Ekaterina Vylomova |
| 2014 | Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency. Li Zhao, Minlie Huang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu |
| 2014 | Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction. Longkai Zhang, Houfeng Wang, Xu Sun |
| 2014 | Combining Distant and Partial Supervision for Relation Extraction. Gabor Angeli, Julie Tibshirani, Jean Wu, Christopher D. Manning |
| 2014 | Combining Punctuation and Disfluency Prediction: An Empirical Study. Xuancong Wang, Khe Chai Sim, Hwee Tou Ng |
| 2014 | Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora. Georgios Kontonatsios, Ioannis Korkontzelos, Jun'ichi Tsujii, Sophia Ananiadou |
| 2014 | Combining Visual and Textual Features for Information Extraction from Online Flyers. Emilia Apostolova, Noriko Tomuro |
| 2014 | Comparing Representations of Semantic Roles for String-To-Tree Decoding. Marzieh Bazrafshan, Daniel Gildea |
| 2014 | Composition of Word Representations Improves Semantic Role Labelling. Michael Roth, Kristian Woodsend |
| 2014 | Confidence-based Rewriting of Machine Translation Output. Benjamin Marie, Aurélien Max |
| 2014 | Constructing Information Networks Using One Single Model. Qi Li, Heng Ji, Yu Hong, Sujian Li |
| 2014 | Convolutional Neural Networks for Sentence Classification. Yoon Kim |
| 2014 | Correcting Keyboard Layout Errors and Homoglyphs in Queries. Derek Barnes, Mahesh Joshi, Hassan Sawaf |
| 2014 | Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning. Guillaume Wisniewski, Nicolas Pécheux, Souhir Gahbiche-Braham, François Yvon |
| 2014 | Data Driven Grammatical Error Detection in Transcripts of Children's Speech. Eric Morley, Anna Eva Hallin, Brian Roark |
| 2014 | Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach. William Yang Wang, Lingpeng Kong, Kathryn Mazaitis, William W. Cohen |
| 2014 | Dependency parsing with latent refinements of part-of-speech tags. Thomas Müller, Richárd Farkas, Alex Judea, Helmut Schmid, Hinrich Schütze |
| 2014 | Dependency-Based Bilingual Language Models for Reordering in Statistical Machine Translation. Ekaterina Garmash, Christof Monz |
| 2014 | Dependency-based Discourse Parser for Single-Document Summarization. Yasuhisa Yoshida, Jun Suzuki, Tsutomu Hirao, Masaaki Nagata |
| 2014 | Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure. Kelsey R. Allen, Giuseppe Carenini, Raymond T. Ng |
| 2014 | Detecting Latent Ideology in Expert Text: Evidence From Academic Papers in Economics. Zubin Jelveh, Bruce Kogut, Suresh Naidu |
| 2014 | Detecting Non-compositional MWE Components using Wiktionary. Bahar Salehi, Paul Cook, Timothy Baldwin |
| 2014 | Developing Age and Gender Predictive Lexica over Social Media. Maarten Sap, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, David Stillwell, Michal Kosinski, Lyle H. Ungar, H. Andrew Schwartz |
| 2014 | Device-Dependent Readability for Improved Text Understanding. A.-Yeong Kim, Hyun-Je Song, Seong-Bae Park, Sang-Jo Lee |
| 2014 | Discriminative Reranking of Discourse Parses Using Tree Kernels. Shafiq R. Joty, Alessandro Moschitti |
| 2014 | Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations. Yijia Liu, Yue Zhang, Wanxiang Che, Ting Liu, Fan Wu |
| 2014 | Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation. Alvin Grissom II, He He, Jordan L. Boyd-Graber, John Morgan, Hal Daumé III |
| 2014 | Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space. Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum |
| 2014 | Evaluating Neural Word Representations in Tensor-Based Compositional Settings. Dmitrijs Milajevs, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Matthew Purver |
| 2014 | Event Role Extraction using Domain-Relevant Word Representations. Emanuela Boros, Romaric Besançon, Olivier Ferret, Brigitte Grau |
| 2014 | Exact Decoding for Phrase-Based Statistical Machine Translation. Wilker Aziz, Marc Dymetman, Lucia Specia |
| 2014 | Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis. Nikolaos Pappas, Andrei Popescu-Belis |
| 2014 | Exploiting Community Emotion for Microblog Event Detection. Gaoyan Ou, Wei Chen, Tengjiao Wang, Zhongyu Wei, Binyang Li, Dongqing Yang, Kam-Fai Wong |
| 2014 | Exploiting Social Relations and Sentiment for Stock Prediction. Jianfeng Si, Arjun Mukherjee, Bing Liu, Sinno Jialin Pan, Qing Li, Huayi Li |
| 2014 | Extracting Clusters of Specialist Terms from Unstructured Text. Aaron Gerow |
| 2014 | Fast and Accurate Misspelling Correction in Large Corpora. Octavian Popescu, Ngoc Phuoc An Vo |
| 2014 | Fear the REAPER: A System for Automatic Multi-Document Summarization with Reinforcement Learning. Cody Rioux, Sadid A. Hasan, Yllias Chali |
| 2014 | Financial Keyword Expansion via Continuous Word Vector Representations. Ming-Feng Tsai, Chuan-Ju Wang |
| 2014 | Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval. Jennifer Williams, Sharon W. Tam, Wade Shen |
| 2014 | Fine-Grained Contextual Predictions for Hard Sentiment Words. Sebastian Ebert, Hinrich Schütze |
| 2014 | Fitting Sentence Level Translation Evaluation with Many Dense Features. Milos Stanojevic, Khalil Sima'an |
| 2014 | Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning. Yo Ehara, Yusuke Miyao, Hidekazu Oiwa, Issei Sato, Hiroshi Nakagawa |
| 2014 | Gender and Power: How Gender and Gender Environment Affect Manifestations of Power. Vinodkumar Prabhakaran, Emily E. Reid, Owen Rambow |
| 2014 | Glove: Global Vectors for Word Representation. Jeffrey Pennington, Richard Socher, Christopher D. Manning |
| 2014 | Go Climb a Dependency Tree and Correct the Grammatical Errors. Longkai Zhang, Houfeng Wang |
| 2014 | Greed is Good if Randomized: New Inference for Dependency Parsing. Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola |
| 2014 | Hierarchical Discriminative Classification for Text-Based Geolocation. Benjamin Wing, Jason Baldridge |
| 2014 | Human Effort and Machine Learnability in Computer Aided Translation. Spence Green, Sida I. Wang, Jason Chuang, Jeffrey Heer, Sebastian Schuster, Christopher D. Manning |
| 2014 | Identifying Argumentative Discourse Structures in Persuasive Essays. Christian Stab, Iryna Gurevych |
| 2014 | Importance weighting and unsupervised domain adaptation of POS taggers: a negative result. Barbara Plank, Anders Johannsen, Anders Søgaard |
| 2014 | Improve Statistical Machine Translation with Context-Sensitive Bilingual Semantic Embedding Model. Haiyang Wu, Daxiang Dong, Xiaoguang Hu, Dianhai Yu, Wei He, Hua Wu, Haifeng Wang, Ting Liu |
| 2014 | Improved Decipherment of Homophonic Ciphers. Malte Nuhn, Julian Schamper, Hermann Ney |
| 2014 | Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees. Chen Li, Yang Liu, Fei Liu, Lin Zhao, Fuliang Weng |
| 2014 | Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs. Xiaoning Zhu, Zhongjun He, Hua Wu, Conghui Zhu, Haifeng Wang, Tiejun Zhao |
| 2014 | Improving Word Alignment using Word Similarity. Theerawat Songyot, David Chiang |
| 2014 | Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases. Matt Gardner, Partha Pratim Talukdar, Jayant Krishnamurthy, Tom M. Mitchell |
| 2014 | Incremental Semantic Role Labeling with Tree Adjoining Grammar. Ioannis Konstas, Frank Keller, Vera Demberg, Mirella Lapata |
| 2014 | Intrinsic Plagiarism Detection using N-gram Classes. Imene Bensalem, Paolo Rosso, Salim Chikhi |
| 2014 | Invited Talk: IBM Cognitive Computing - An NLP Renaissance! Salim Roukos |
| 2014 | Invited Talk: Learning from Rational Behavior. Thorsten Joachims |
| 2014 | Joint Decoding of Tree Transduction Models for Sentence Compression. Jin-Ge Yao, Xiaojun Wan, Jianguo Xiao |
| 2014 | Joint Emotion Analysis via Multi-task Gaussian Processes. Daniel Beck, Trevor Cohn, Lucia Specia |
| 2014 | Joint Inference for Knowledge Base Population. Liwei Chen, Yansong Feng, Jinghui Mo, Songfang Huang, Dongyan Zhao |
| 2014 | Joint Learning of Chinese Words, Terms and Keywords. Ziqiang Cao, Sujian Li, Heng Ji |
| 2014 | Joint Relational Embeddings for Knowledge-based Question Answering. Min-Chul Yang, Nan Duan, Ming Zhou, Hae-Chang Rim |
| 2014 | Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures. Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka |
| 2014 | Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays. Ritwik Banerjee, Song Feng, Jun Seok Kang, Yejin Choi |
| 2014 | Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries. Mandar Joshi, Uma Sawant, Soumen Chakrabarti |
| 2014 | Knowledge Graph and Text Jointly Embedding. Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen |
| 2014 | Language Modeling with Functional Head Constraint for Code Switching Speech Recognition. Ying Li, Pascale Fung |
| 2014 | Language Modeling with Power Low Rank Ensembles. Ankur P. Parikh, Avneesh Saluja, Chris Dyer, Eric P. Xing |
| 2014 | Language Transfer Hypotheses with Linear SVM Weights. Shervin Malmasi, Mark Dras |
| 2014 | Large-scale Expected BLEU Training of Phrase-based Reordering Models. Michael Auli, Michel Galley, Jianfeng Gao |
| 2014 | Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression. Abdullah Alrajeh, Mahesan Niranjan |
| 2014 | Latent Domain Phrase-based Models for Adaptation. Cuong Hoang, Khalil Sima'an |
| 2014 | Latent-Variable Synchronous CFGs for Hierarchical Translation. Avneesh Saluja, Chris Dyer, Shay B. Cohen |
| 2014 | Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean. Felix Hill, Anna Korhonen |
| 2014 | Learning Compact Lexicons for CCG Semantic Parsing. Yoav Artzi, Dipanjan Das, Slav Petrov |
| 2014 | Learning Emotion Indicators from Tweets: Hashtags, Hashtag Patterns, and Phrases. Ashequl Qadir, Ellen Riloff |
| 2014 | Learning Hierarchical Translation Spans. Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Hai Zhao |
| 2014 | Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics. Douwe Kiela, Léon Bottou |
| 2014 | Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. Kyunghyun Cho, Bart van Merrienboer, Çaglar Gülçehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, Yoshua Bengio |
| 2014 | Learning Spatial Knowledge for Text to 3D Scene Generation. Angel X. Chang, Manolis Savva, Christopher D. Manning |
| 2014 | Learning to Differentiate Better from Worse Translations. Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov, Massimo Nicosia |
| 2014 | Learning to Solve Arithmetic Word Problems with Verb Categorization. Mohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, Nate Kushman |
| 2014 | Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval. Ferhan Türe, Elizabeth Boschee |
| 2014 | Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization. Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Ea-Ee Jan, Hsin-Min Wang, Wen-Lian Hsu, Hsin-Hsi Chen |
| 2014 | Lexical Substitution for the Medical Domain. Martin Riedl, Michael R. Glass, Alfio Massimiliano Gliozzo |
| 2014 | Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference. David M. Mimno, Moontae Lee |
| 2014 | Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts. Jiwei Li, Alan Ritter, Claire Cardie, Eduard H. Hovy |
| 2014 | Modeling Biological Processes for Reading Comprehension. Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Peter Clark, Christopher D. Manning |
| 2014 | Modeling Interestingness with Deep Neural Networks. Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng |
| 2014 | Modeling Joint Entity and Relation Extraction with Table Representation. Makoto Miwa, Yutaka Sasaki |
| 2014 | Modeling Term Translation for Document-informed Machine Translation. Fandong Meng, Deyi Xiong, Wenbin Jiang, Qun Liu |
| 2014 | Morpho-syntactic Lexical Generalization for CCG Semantic Parsing. Adrienne X. Wang, Tom Kwiatkowski, Luke Zettlemoyer |
| 2014 | Morphological Segmentation for Keyword Spotting. Karthik Narasimhan, Damianos G. Karakos, Richard M. Schwartz, Stavros Tsakalidis, Regina Barzilay |
| 2014 | Muli-label Text Categorization with Hidden Components. Li Li, Longkai Zhang, Houfeng Wang |
| 2014 | Multi-Predicate Semantic Role Labeling. Haitong Yang, Chengqing Zong |
| 2014 | Multi-Resolution Language Grounding with Weak Supervision. Rik Koncel-Kedziorski, Hannaneh Hajishirzi, Ali Farhadi |
| 2014 | NaturalLI: Natural Logic Inference for Common Sense Reasoning. Gabor Angeli, Christopher D. Manning |
| 2014 | Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation. Rui Wang, Hai Zhao, Bao-Liang Lu, Masao Utiyama, Eiichiro Sumita |
| 2014 | Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging. Yuta Tsuboi |
| 2014 | Noisy Or-based model for Relation Extraction using Distant Supervision. Ajay Nagesh, Gholamreza Haffari, Ganesh Ramakrishnan |
| 2014 | Non-linear Mapping for Improved Identification of 1300+ Languages. Ralf D. Brown |
| 2014 | Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri. Muntsa Padró, Marco Idiart, Aline Villavicencio, Carlos Ramisch |
| 2014 | Online topic model for Twitter considering dynamics of user interests and topic trends. Kentaro Sasaki, Tomohiro Yoshikawa, Takeshi Furuhashi |
| 2014 | Opinion Mining with Deep Recurrent Neural Networks. Ozan Irsoy, Claire Cardie |
| 2014 | PCFG Induction for Unsupervised Parsing and Language Modelling. James Scicluna, Colin de la Higuera |
| 2014 | POS Tagging of English-Hindi Code-Mixed Social Media Content. Yogarshi Vyas, Spandana Gella, Jatin Sharma, Kalika Bali, Monojit Choudhury |
| 2014 | Parsing low-resource languages using Gibbs sampling for PCFGs with latent annotations. Liang Sun, Jason Mielens, Jason Baldridge |
| 2014 | Policy Learning for Domain Selection in an Extensible Multi-domain Spoken Dialogue System. Zhuoran Wang, Hongliang Chen, Guanchun Wang, Hao Tian, Hua Wu, Haifeng Wang |
| 2014 | Positive Unlabeled Learning for Deceptive Reviews Detection. Yafeng Ren, Donghong Ji, Hongbin Zhang |
| 2014 | Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints. Longkai Zhang, Li Li, Houfeng Wang, Xu Sun |
| 2014 | Predicting Dialect Variation in Immigrant Contexts Using Light Verb Constructions. A. Seza Dogruöz, Preslav Nakov |
| 2014 | Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data. Ivan Vulic, Marie-Francine Moens |
| 2014 | Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL Alessandro Moschitti, Bo Pang, Walter Daelemans |
| 2014 | Prune-and-Score: Learning for Greedy Coreference Resolution. Chao Ma, Janardhan Rao Doppa, John Walker Orr, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli |
| 2014 | Queries as a Source of Lexicalized Commonsense Knowledge. Marius Pasca |
| 2014 | Question Answering over Linked Data Using First-order Logic. Shizhu He, Kang Liu, Yuanzhe Zhang, Liheng Xu, Jun Zhao |
| 2014 | Question Answering with Subgraph Embeddings. Antoine Bordes, Sumit Chopra, Jason Weston |
| 2014 | Random Manhattan Integer Indexing: Incremental L1 Normed Vector Space Construction. Behrang Q. Zadeh, Siegfried Handschuh |
| 2014 | ReNoun: Fact Extraction for Nominal Attributes. Mohamed Yahya, Steven Whang, Rahul Gupta, Alon Y. Halevy |
| 2014 | Recall Error Analysis for Coreference Resolution. Sebastian Martschat, Michael Strube |
| 2014 | Recursive Deep Models for Discourse Parsing. Jiwei Li, Rumeng Li, Eduard H. Hovy |
| 2014 | Reducing Dimensions of Tensors in Type-Driven Distributional Semantics. Tamara Polajnar, Luana Fagarasan, Stephen Clark |
| 2014 | ReferItGame: Referring to Objects in Photographs of Natural Scenes. Sahar Kazemzadeh, Vicente Ordonez, Mark Matten, Tamara L. Berg |
| 2014 | Refining Word Segmentation Using a Manually Aligned Corpus for Statistical Machine Translation. Xiaolin Wang, Masao Utiyama, Andrew M. Finch, Eiichiro Sumita |
| 2014 | Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features. Deepak Venugopal, Chen Chen, Vibhav Gogate, Vincent Ng |
| 2014 | Reordering Model for Forest-to-String Machine Translation. Martin Cmejrek |
| 2014 | Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces. Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya |
| 2014 | Resolving Shell Nouns. Varada Kolhatkar, Graeme Hirst |
| 2014 | Revisiting Embedding Features for Simple Semi-supervised Learning. Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu |
| 2014 | Search-Aware Tuning for Machine Translation. Lemao Liu, Liang Huang |
| 2014 | Self-disclosure topic model for classifying and analyzing Twitter conversations. JinYeong Bak, Chin-Yew Lin, Alice Oh |
| 2014 | Semantic Kernels for Semantic Parsing. Iman Saleh, Alessandro Moschitti, Preslav Nakov, Lluís Màrquez, Shafiq R. Joty |
| 2014 | Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation. Reut Tsarfaty, Ilia Pogrebezky, Guy Weiss, Yaarit Natan, Smadar Szekely, David Harel |
| 2014 | Semantic Parsing with Relaxed Hybrid Trees. Wei Lu |
| 2014 | Semantic-Based Multilingual Document Clustering via Tensor Modeling. Salvatore Romeo, Andrea Tagarelli, Dino Ienco |
| 2014 | Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields. Fan Yang, Paul Vozila |
| 2014 | Sensicon: An Automatically Constructed Sensorial Lexicon. Serra Sinem Tekiroglu, Gözde Özbal, Carlo Strapparava |
| 2014 | Sentiment Analysis on the People's Daily. Jiwei Li, Eduard H. Hovy |
| 2014 | Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling. Viet-An Nguyen, Jordan L. Boyd-Graber, Philip Resnik |
| 2014 | Staying on Topic: An Indicator of Power in Political Debates. Vinodkumar Prabhakaran, Ashima Arora, Owen Rambow |
| 2014 | Strongly Incremental Repair Detection. Julian Hough, Matthew Purver |
| 2014 | Submodularity for Data Selection in Machine Translation. Katrin Kirchhoff, Jeff A. Bilmes |
| 2014 | Summarizing Online Forum Discussions - Can Dialog Acts of Individual Messages Help? Sumit Bhatia, Prakhar Biyani, Prasenjit Mitra |
| 2014 | Syllable weight encodes mostly the same information for English word segmentation as dictionary stress. John K. Pate, Mark Johnson |
| 2014 | Syntactic SMT Using a Discriminative Text Generation Model. Yue Zhang, Kai Song, Linfeng Song, Jingbo Zhu, Qun Liu |
| 2014 | Syntax-Augmented Machine Translation using Syntax-Label Clustering. Hideya Mino, Taro Watanabe, Eiichiro Sumita |
| 2014 | System Combination for Grammatical Error Correction. Raymond Hendy Susanto, Peter Phandi, Hwee Tou Ng |
| 2014 | Tailor knowledge graph for query understanding: linking intent topics by propagation. Shi Zhao, Yan Zhang |
| 2014 | Taxonomy Construction Using Syntactic Contextual Evidence. Anh Tuan Luu, Jung-Jae Kim, See-Kiong Ng |
| 2014 | Testing for Significance of Increased Correlation with Human Judgment. Yvette Graham, Timothy Baldwin |
| 2014 | The Inside-Outside Recursive Neural Network model for Dependency Parsing. Phong Le, Willem H. Zuidema |
| 2014 | Transformation from Discontinuous to Continuous Word Alignment Improves Translation Quality. Zhongjun He, Hua Wu, Haifeng Wang, Ting Liu |
| 2014 | Translation Modeling with Bidirectional Recurrent Neural Networks. Martin Sundermeyer, Tamer Alkhouli, Joern Wuebker, Hermann Ney |
| 2014 | Translation Rules with Right-Hand Side Lattices. Fabien Cromierès, Sadao Kurohashi |
| 2014 | Two Improvements to Left-to-Right Decoding for Hierarchical Phrase-based Machine Translation. Maryam Siahbani, Anoop Sarkar |
| 2014 | Type-Aware Distantly Supervised Relation Extraction with Linked Arguments. Mitchell Koch, John Gilmer, Stephen Soderland, Daniel S. Weld |
| 2014 | Type-based MCMC for Sampling Tree Fragments from Forests. Xiaochang Peng, Daniel Gildea |
| 2014 | Typed Tensor Decomposition of Knowledge Bases for Relation Extraction. Kai-Wei Chang, Wen-tau Yih, Bishan Yang, Christopher Meek |
| 2014 | Unsupervised Sentence Enhancement for Automatic Summarization. Jackie Chi Kit Cheung, Gerald Penn |
| 2014 | Unsupervised Template Mining for Semantic Category Understanding. Lei Shi, Shuming Shi, Chin-Yew Lin, Yi-Dong Shen, Yong Rui |
| 2014 | Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM. Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura |
| 2014 | Using Mined Coreference Chains as a Resource for a Semantic Task. Heike Adel, Hinrich Schütze |
| 2014 | Using Structured Events to Predict Stock Price Movement: An Empirical Investigation. Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan |
| 2014 | Verifiably Effective Arabic Dialect Identification. Kareem Darwish, Hassan Sajjad, Hamdy Mubarak |
| 2014 | Vote Prediction on Comments in Social Polls. Isaac Persing, Vincent Ng |
| 2014 | Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation. Kevin Gimpel, Mohit Bansal |
| 2014 | Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning. Luciano Del Corro, Rainer Gemulla, Gerhard Weikum |
| 2014 | What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages. Long Duong, Trevor Cohn, Karin Verspoor, Steven Bird, Paul Cook |
| 2014 | Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates. Kazi Saidul Hasan, Vincent Ng |
| 2014 | Word Semantic Representations using Bayesian Probabilistic Tensor Factorization. Jingwei Zhang, Jeremy Salwen, Michael R. Glass, Alfio Massimiliano Gliozzo |
| 2014 | Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks. Ke M. Tran, Arianna Bisazza, Christof Monz |
| 2014 | ZORE: A Syntax-based System for Chinese Open Relation Extraction. Likun Qiu, Yue Zhang |