Abstract is missing.
- Front Matter [doi]
- Learning Ensembles of Structured Prediction RulesCorinna Cortes, Vitaly Kuznetsov, Mehryar Mohri. 1-12 [doi]
- Representation Learning for Text-level Discourse ParsingYangfeng Ji, Jacob Eisenstein. 13-24 [doi]
- Text-level Discourse Dependency ParsingSujian Li, Liang Wang, Ziqiang Cao, Wenjie Li. 25-35 [doi]
- Discovering Latent Structure in Task-Oriented DialoguesKe Zhai, Jason D. Williams. 36-46 [doi]
- Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local FeaturesAnders Björkelund, Jonas Kuhn. 47-57 [doi]
- Multilingual Models for Compositional Distributed SemanticsKarl Moritz Hermann, Phil Blunsom. 58-68 [doi]
- Simple Negation Scope Resolution through Deep Parsing: A Semantic Solution to a Semantic ProblemWoodley Packard, Emily M. Bender, Jonathon Read, Stephan Oepen, Rebecca Dridan. 69-78 [doi]
- Logical Inference on Dependency-based Compositional SemanticsRan Tian, Yusuke Miyao, Takuya Matsuzaki. 79-89 [doi]
- A practical and linguistically-motivated approach to compositional distributional semanticsDenis Paperno, Nghia The Pham, Marco Baroni. 90-99 [doi]
- Lattice Desegmentation for Statistical Machine TranslationMohammad Salameh, Colin Cherry, Grzegorz Kondrak. 100-110 [doi]
- Bilingually-constrained Phrase Embeddings for Machine TranslationJiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong. 111-121 [doi]
- Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine TranslationShixiang Lu, Zhenbiao Chen, Bo Xu. 122-132 [doi]
- Learning Topic Representation for SMT with Neural NetworksLei Cui, DongDong Zhang, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou, Muyun Yang. 133-143 [doi]
- Tagging The Web: Building A Robust Web Tagger with Neural NetworkJi Ma, Yue Zhang, Jingbo Zhu. 144-154 [doi]
- Unsupervised Solution Post Identification from Discussion ForumsDeepak P, Karthik Visweswariah. 155-164 [doi]
- Weakly Supervised User Profile Extraction from TwitterJiwei Li, Alan Ritter, Eduard H. Hovy. 165-174 [doi]
- The effect of wording on message propagation: Topic- and author-controlled natural experiments on TwitterChenhao Tan, Lillian Lee, Bo Pang. 175-185 [doi]
- Inferring User Political Preferences from Streaming CommunicationsSvitlana Volkova, Glen Coppersmith, Benjamin Van Durme. 186-196 [doi]
- Steps to Excellence: Simple Inference with Refined Scoring of Dependency TreesYuan Zhang, Tao Lei, Regina Barzilay, Tommi Jaakkola, Amir Globerson. 197-207 [doi]
- Sparser, Better, Faster GPU ParsingDavid Leo Wright Hall, Taylor Berg-Kirkpatrick, Dan Klein. 208-217 [doi]
- Shift-Reduce CCG Parsing with a Dependency ModelWenduan Xu, Stephen Clark, Yue Zhang 0004. 218-227 [doi]
- Less Grammar, More FeaturesDavid Leo Wright Hall, Greg Durrett, Dan Klein. 228-237 [doi]
- Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsMarco Baroni, Georgiana Dinu, Germán Kruszewski. 238-247 [doi]
- Metaphor Detection with Cross-Lingual Model TransferYulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg, Chris Dyer. 248-258 [doi]
- Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic ModelsJey Han Lau, Paul Cook, Diana McCarthy, Spandana Gella, Timothy Baldwin. 259-270 [doi]
- Learning to Automatically Solve Algebra Word ProblemsNate Kushman, Luke Zettlemoyer, Regina Barzilay, Yoav Artzi. 271-281 [doi]
- Modelling function words improves unsupervised word segmentationMark Johnson, Anne Christophe, Emmanuel Dupoux, Katherine Demuth. 282-292 [doi]
- Max-Margin Tensor Neural Network for Chinese Word SegmentationWenzhe Pei, Tao Ge, Baobao Chang. 293-303 [doi]
- An Empirical Study on the Effect of Negation Words on SentimentXiaodan Zhu, Hongyu Guo, Saif Mohammad, Svetlana Kiritchenko. 304-313 [doi]
- Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-rankingKang Liu, Liheng Xu, Jun Zhao. 314-324 [doi]
- Context-aware Learning for Sentence-level Sentiment Analysis with Posterior RegularizationBishan Yang, Claire Cardie. 325-335 [doi]
- Product Feature Mining: Semantic Clues versus Syntactic ConstituentsLiheng Xu, Kang Liu, Siwei Lai, Jun Zhao. 336-346 [doi]
- Aspect Extraction with Automated Prior Knowledge LearningZhiyuan Chen, Arjun Mukherjee, Bing Liu 0001. 347-358 [doi]
- Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling AlgorithmsThang Nguyen, Yuening Hu, Jordan L. Boyd-Graber. 359-369 [doi]
- A Bayesian Mixed Effects Model of Literary CharacterDavid Bamman, Ted Underwood, Noah A. Smith. 370-379 [doi]
- Collective Tweet Wikification based on Semi-supervised Graph RegularizationHongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji, Chin-Yew Lin. 380-390 [doi]
- Zero-shot Entity Extraction from Web PagesPanupong Pasupat, Percy Liang. 391-401 [doi]
- Incremental Joint Extraction of Entity Mentions and RelationsQi Li, Heng Ji. 402-412 [doi]
- That's Not What I Meant! Using Parsers to Avoid Structural Ambiguities in Generated TextManjuan Duan, Michael White. 413-423 [doi]
- Surface Realisation from Knowledge-BasesBikash Gyawali, Claire Gardent. 424-434 [doi]
- Hybrid Simplification using Deep Semantics and Machine TranslationShashi Narayan, Claire Gardent. 435-445 [doi]
- Grammatical Relations in Chinese: GB-Ground Extraction and Data-Driven ParsingWeiwei Sun, Yantao Du, Xin Kou, Shuoyang Ding, Xiaojun Wan. 436-456 [doi]
- Ambiguity-aware Ensemble Training for Semi-supervised Dependency ParsingZhenghua Li, Min Zhang 0005, Wenliang Chen. 457-467 [doi]
- A Robust Approach to Aligning Heterogeneous Lexical ResourcesMohammad Taher Pilehvar, Roberto Navigli. 468-478 [doi]
- Predicting the relevance of distributional semantic similarity with contextual informationPhilippe Muller, Cécile Fabre, Clémentine Adam. 479-488 [doi]
- Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based MeaningAlona Fyshe, Partha Pratim Talukdar, Brian Murphy, Tom M. Mitchell. 489-499 [doi]
- Single-Agent vs. Multi-Agent Techniques for Concurrent Reinforcement Learning of Negotiation Dialogue PoliciesKallirroi Georgila, Claire Nelson, David R. Traum. 500-510 [doi]
- A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-EditingVanessa Wei Feng, Graeme Hirst. 511-521 [doi]
- Negation Focus Identification with Contextual Discourse InformationBowei Zou, Guodong Zhou, Qiaoming Zhu. 522-530 [doi]
- New Word Detection for Sentiment AnalysisMinlie Huang, Borui Ye, Yichen Wang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu. 531-541 [doi]
- ReNew: A Semi-Supervised Framework for Generating Domain-Specific Lexicons and Sentiment AnalysisZhe Zhang, Munindar P. Singh. 542-551 [doi]
- A Decision-Theoretic Approach to Natural Language GenerationNathan McKinley, Soumya Ray. 552-561 [doi]
- Generating Code-switched Text for Lexical LearningIgor Labutov, Hod Lipson. 562-571 [doi]
- Omni-word Feature and Soft Constraint for Chinese Relation ExtractionYanping Chen, Qinghua Zheng, Wei Zhang. 572-581 [doi]
- Bilingual Active Learning for Relation Classification via Pseudo Parallel CorporaLonghua Qian, Haotian Hui, Yanan Hu, Guodong Zhou, Qiaoming Zhu. 582-592 [doi]
- Learning Soft Linear Constraints with Application to Citation Field ExtractionSam Anzaroot, Alexandre Passos, David Belanger, Andrew McCallum. 593-602 [doi]
- A Study of Concept-based Weighting Regularization for Medical Records SearchYue Wang, Xitong Liu, Hui Fang. 603-612 [doi]
- Learning to Predict Distributions of Words Across DomainsDanushka Bollegala, David J. Weir, John A. Carroll. 613-623 [doi]
- How to make words with vectors: Phrase generation in distributional semanticsGeorgiana Dinu, Marco Baroni. 624-633 [doi]
- Vector space semantics with frequency-driven motifsShashank Srivastava, Eduard H. Hovy. 634-643 [doi]
- Lexical Inference over Multi-Word Predicates: A Distributional ApproachOmri Abend, Shay B. Cohen, Mark Steedman. 644-654 [doi]
- A Convolutional Neural Network for Modelling SentencesNal Kalchbrenner, Edward Grefenstette, Phil Blunsom. 655-665 [doi]
- Online Learning in Tensor SpaceYuan Cao, Sanjeev Khudanpur. 666-675 [doi]
- Graph-based Semi-Supervised Learning of Translation Models from Monolingual DataAvneesh Saluja, Hany Hassan, Kristina Toutanova, Chris Quirk. 676-686 [doi]
- Using Discourse Structure Improves Machine Translation EvaluationFrancisco Guzmán, Shafiq Joty, Lluís Màrquez, Preslav Nakov. 687-698 [doi]
- Learning Continuous Phrase Representations for Translation ModelingJianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng. 699-709 [doi]
- Adaptive Quality Estimation for Machine TranslationMarco Turchi, Antonios Anastasopoulos, José G. C. de Souza, Matteo Negri. 710-720 [doi]
- Learning Grounded Meaning Representations with AutoencodersCarina Silberer, Mirella Lapata. 721-732 [doi]
- Joint POS Tagging and Transition-based Constituent Parsing in Chinese with Non-local FeaturesZhiguo Wang, Nianwen Xue. 733-742 [doi]
- Strategies for Contiguous Multiword Expression Analysis and Dependency ParsingMarie Candito, Matthieu Constant. 743-753 [doi]
- Correcting Preposition Errors in Learner English Using Error Case Frames and Feedback MessagesRyo Nagata, Mikko Vilenius, Edward W. D. Whittaker. 754-764 [doi]
- Kneser-Ney Smoothing on Expected CountsHui Zhang, David Chiang. 765-774 [doi]
- Robust Entity Clustering via Phylogenetic InferenceNicholas Andrews, Jason Eisner, Mark Dredze. 775-785 [doi]
- Linguistic Structured Sparsity in Text CategorizationDani Yogatama, Noah A. Smith. 786-796 [doi]
- Perplexity on Reduced CorporaHayato Kobayashi. 797-806 [doi]
- Robust Domain Adaptation for Relation Extraction via Clustering ConsistencyMinh Luan Nguyen, Ivor W. Tsang, Kian Ming Adam Chai, Hai Leong Chieu. 807-817 [doi]
- Encoding Relation Requirements for Relation Extraction via Joint InferenceLiwei Chen, Yansong Feng, Songfang Huang, Yong Qin, Dongyan Zhao. 818-827 [doi]
- Medical Relation Extraction with Manifold ModelsChang Wang 0001, James Fan. 828-838 [doi]
- Distant Supervision for Relation Extraction with Matrix CompletionMiao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang. 839-849 [doi]
- Enhancing Grammatical Cohesion: Generating Transitional Expressions for SMTMei Tu, Yu Zhou, Chengqing Zong. 850-860 [doi]
- Adaptive HTER Estimation for Document-Specific MT Post-EditingFei Huang, Jian-Ming Xu, Abraham Ittycheriah, Salim Roukos. 861-870 [doi]
- Translation Assistance by Translation of L1 Fragments in an L2 ContextMaarten van Gompel, Antal van den Bosch. 871-880 [doi]
- Response-based Learning for Grounded Machine TranslationStefan Riezler, Patrick Simianer, Carolin Haas. 881-891 [doi]
- Modelling Events through Memory-based, Open-IE Patterns for Abstractive SummarizationDaniele Pighin, Marco Cornolti, Enrique Alfonseca, Katja Filippova. 892-901 [doi]
- Hierarchical Summarization: Scaling Up Multi-Document SummarizationJanara Christensen, Stephen Soderland, Gagan Bansal, Mausam. 902-912 [doi]
- Query-Chain Focused SummarizationTal Baumel, Raphael Cohen, Michael Elhadad. 913-922 [doi]
- Exploiting Timelines to Enhance Multi-document SummarizationJun-Ping Ng, Yan Chen, Min-Yen Kan, Zhoujun Li. 923-933 [doi]
- A chance-corrected measure of inter-annotator agreement for syntaxArne Skjærholt. 934-944 [doi]
- Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy ProjectTiziano Flati, Daniele Vannella, Tommaso Pasini, Roberto Navigli. 945-955 [doi]
- Information Extraction over Structured Data: Question Answering with FreebaseXuchen Yao, Benjamin Van Durme. 956-966 [doi]
- Knowledge-Based Question Answering as Machine TranslationJunwei Bao, Nan Duan, Ming Zhou, Tiejun Zhao. 967-976 [doi]
- Discourse Complements Lexical Semantics for Non-factoid Answer RerankingPeter Jansen, Mihai Surdeanu, Peter Clark. 977-986 [doi]
- Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association FeaturesChikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Motoki Sano, István Varga, Jong-Hoon Oh, Yutaka Kidawara. 987-997 [doi]
- Cross-narrative Temporal Ordering of Medical EventsPreethi Raghavan, Eric Fosler-Lussier, Noemie Elhadad, Albert M. Lai. 998-1008 [doi]
- Language-Aware Truth Assessment of Fact CandidatesNdapandula Nakashole, Tom M. Mitchell. 1009-1019 [doi]
- That's sick dude!: Automatic identification of word sense change across different timescalesSunny Mitra, Ritwik Mitra, Martin Riedl, Chris Biemann, Animesh Mukherjee, Pawan Goyal. 1020-1029 [doi]
- A Step-wise Usage-based Method for Inducing Polysemy-aware Verb ClassesDaisuke Kawahara, Daniel Peterson, Martha Palmer. 1030-1040 [doi]
- Structured Learning for Taxonomy Induction with Belief PropagationMohit Bansal, David Burkett, Gerard de Melo, Dan Klein. 1041-1051 [doi]
- A Provably Correct Learning Algorithm for Latent-Variable PCFGsShay B. Cohen, Michael Collins. 1052-1061 [doi]
- Spectral Unsupervised Parsing with Additive Tree MetricsAnkur P. Parikh, Shay B. Cohen, Eric P. Xing. 1062-1072 [doi]
- Weak semantic context helps phonetic learning in a model of infant language acquisitionStella Frank, Naomi Feldman, Sharon Goldwater. 1073-1083 [doi]
- Bootstrapping into Filler-Gap: An Acquisition StoryMarten Van Schijndel, Micha Elsner. 1084-1093 [doi]
- Nonparametric Learning of Phonological Constraints in Optimality TheoryGabriel Doyle, Klinton Bicknell, Roger Levy. 1094-1103 [doi]
- Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification AccuracyJustin Martineau, Lu Chen, Doreen Cheng, Amit P. Sheth. 1104-1112 [doi]
- Political Ideology Detection Using Recursive Neural NetworksMohit Iyyer, Peter Enns, Jordan L. Boyd-Graber, Philip Resnik. 1113-1122 [doi]
- A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine TranslationJunhui Li, Yuval Marton, Philip Resnik, Hal Daumé III. 1123-1133 [doi]
- Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and EditorsRui Yan, Mingkun Gao, Ellie Pavlick, Chris Callison-Burch. 1134-1144 [doi]
- A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser Ney SmoothingRene Pickhardt, Thomas Gottron, Martin Körner, Paul Georg Wagner, Till Speicher, Steffen Staab. 1145-1154 [doi]
- A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings CallsWilliam Yang Wang, Zhenhao Hua. 1155-1165 [doi]
- Polylingual Tree-Based Topic Models for Translation Domain AdaptationYuening Hu, Ke Zhai, Vladimir Eidelman, Jordan L. Boyd-Graber. 1166-1176 [doi]
- Low-Resource Semantic Role LabelingMatthew R. Gormley, Margaret Mitchell, Benjamin Van Durme, Mark Dredze. 1177-1187 [doi]
- Joint Syntactic and Semantic Parsing with Combinatory Categorial GrammarJayant Krishnamurthy, Tom M. Mitchell. 1188-1198 [doi]
- Learning Semantic Hierarchies via Word EmbeddingsRuiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting Liu. 1199-1209 [doi]
- Probabilistic Soft Logic for Semantic Textual SimilarityIslam Beltagy, Katrin Erk, Raymond J. Mooney. 1210-1219 [doi]
- Abstractive Summarization of Spoken and Written Conversations Based on Phrasal QueriesYashar Mehdad, Giuseppe Carenini, Raymond T. Ng. 1220-1230 [doi]
- Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series DataDimitra Gkatzia, Helen F. Hastie, Oliver Lemon. 1231-1240 [doi]
- Approximation Strategies for Multi-Structure Sentence CompressionKapil Thadani. 1241-1251 [doi]
- Opinion Mining on YouTubeAliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova. 1252-1261 [doi]
- Automatic Keyphrase Extraction: A Survey of the State of the ArtKazi Saidul Hasan, Vincent Ng. 1262-1273 [doi]
- Pattern Dictionary of English PrepositionsKen Litkowski. 1274-1283 [doi]
- Looking at Unbalanced Specialized Comparable Corpora for Bilingual Lexicon ExtractionEmmanuel Morin, Amir Hazem. 1284-1293 [doi]
- Validating and Extending Semantic Knowledge Bases using Video Games with a PurposeDaniele Vannella, David Jurgens, Daniele Scarfini, Domenico Toscani, Roberto Navigli. 1294-1304 [doi]
- Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech ScoringSuma Bhat, Huichao Xue, Su-Youn Yoon. 1305-1315 [doi]
- Can You Repeat That? Using Word Repetition to Improve Spoken Term DetectionJonathan Wintrode, Sanjeev Khudanpur. 1316-1325 [doi]
- Character-Level Chinese Dependency ParsingMeishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu. 1326-1336 [doi]
- Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy RegularizationXuezhe Ma, Fei Xia. 1337-1348 [doi]
- Unsupervised Morphology-Based Vocabulary ExpansionMohammad Sadegh Rasooli, Thomas Lippincott, Nizar Habash, Owen Rambow. 1349-1359 [doi]
- Toward Better Chinese Word Segmentation for SMT via Bilingual ConstraintsXiaodong Zeng, Lidia S. Chao, Derek F. Wong, Isabel Trancoso, Liang Tian. 1360-1369 [doi]
- Fast and Robust Neural Network Joint Models for Statistical Machine TranslationJacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard M. Schwartz, John Makhoul. 1370-1380 [doi]
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- Semantic Frame Identification with Distributed Word RepresentationsKarl Moritz Hermann, Dipanjan Das, Jason Weston, Kuzman Ganchev. 1448-1458 [doi]
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- Recurrent Neural Networks for Word Alignment ModelAkihiro Tamura, Taro Watanabe, Eiichiro Sumita. 1470-1480 [doi]
- A Constrained Viterbi Relaxation for Bidirectional Word AlignmentYin-Wen Chang, Alexander M. Rush, John DeNero, Michael Collins. 1481-1490 [doi]
- A Recursive Recurrent Neural Network for Statistical Machine TranslationShujie Liu, Nan Yang, Mu Li, Ming Zhou. 1491-1500 [doi]
- Predicting Instructor's Intervention in MOOC forumsSnigdha Chaturvedi, Dan Goldwasser, Hal Daumé III. 1501-1511 [doi]
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- Smart SelectionPatrick Pantel, Michael Gamon, Ariel Fuxman. 1524-1533 [doi]
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- Towards a General Rule for Identifying Deceptive Opinion SpamJiwei Li, Myle Ott, Claire Cardie, Eduard H. Hovy. 1566-1576 [doi]