Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

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Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Chairs
Kristina Toutanova
Hua Wu

Full proceedings volume (PDF)

Front matter [pdf] [bib]	pages
Learning Ensembles of Structured Prediction Rules Corinna Cortes, Vitaly Kuznetsov and Mehryar Mohri [pdf] [bib]	pp. 1–12
Representation Learning for Text-level Discourse Parsing Yangfeng Ji and Jacob Eisenstein [pdf] [bib]	pp. 13–24
Text-level Discourse Dependency Parsing Sujian Li, Liang Wang, Ziqiang Cao and Wenjie Li [pdf] [bib]	pp. 25–35
Discovering Latent Structure in Task-Oriented Dialogues Ke Zhai and Jason D Williams [pdf] [bib]	pp. 36–46
Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features Anders Björkelund and Jonas Kuhn [pdf] [bib]	pp. 47–57
Multilingual Models for Compositional Distributed Semantics Karl Moritz Hermann and Phil Blunsom [pdf] [bib]	pp. 58–68
Simple Negation Scope Resolution through Deep Parsing: A Semantic Solution to a Semantic Problem Woodley Packard, Emily M. Bender, Jonathon Read, Stephan Oepen and Rebecca Dridan [pdf] [bib] [xml]	pp. 69–78
Logical Inference on Dependency-based Compositional Semantics Ran Tian, Yusuke Miyao and Takuya Matsuzaki [pdf] [bib] [xml]	pp. 79–89
A practical and linguistically-motivated approach to compositional distributional semantics Denis Paperno, Nghia The Pham and Marco Baroni [pdf] [bib] [xml]	pp. 90–99
Lattice Desegmentation for Statistical Machine Translation Mohammad Salameh, Colin Cherry and Grzegorz Kondrak [pdf] [bib] [xml]	pp. 100–110
Bilingually-constrained Phrase Embeddings for Machine Translation Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong [pdf] [bib] [xml]	pp. 111–121
Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation Shixiang Lu, Zhenbiao Chen and Bo Xu [pdf] [bib] [xml]	pp. 122–132
Learning Topic Representation for SMT with Neural Networks Lei Cui, Dongdong Zhang, Shujie Liu, Qiming Chen, Mu Li, Ming Zhou and Muyun Yang [pdf] [bib] [xml]	pp. 133–143
Tagging The Web: Building A Robust Web Tagger with Neural Network Ji Ma, Yue Zhang and Jingbo Zhu [pdf] [bib] [xml]	pp. 144–154
Unsupervised Solution Post Identification from Discussion Forums Deepak P and Karthik Visweswariah [pdf] [bib] [xml]	pp. 155–164
Weakly Supervised User Profile Extraction from Twitter Jiwei Li, Alan Ritter and Eduard Hovy [pdf] [bib]	pp. 165–174
The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter Chenhao Tan, Lillian Lee and Bo Pang [pdf] [bib] [notes]	pp. 175–185
Inferring User Political Preferences from Streaming Communications Svitlana Volkova, Glen Coppersmith and Benjamin Van Durme [pdf] [bib] [xml]	pp. 186–196
Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees Yuan Zhang, Tao Lei, Regina Barzilay, Tommi Jaakkola and Amir Globerson [pdf] [bib] [xml]	pp. 197–207
Sparser, Better, Faster GPU Parsing David Hall, Taylor Berg-Kirkpatrick and Dan Klein [pdf] [bib] [xml]	pp. 208–217
Shift-Reduce CCG Parsing with a Dependency Model Wenduan Xu, Stephen Clark and Yue Zhang [pdf] [bib]	pp. 218–227
Less Grammar, More Features David Hall, Greg Durrett and Dan Klein [pdf] [bib] [xml]	pp. 228–237
Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors Marco Baroni, Georgiana Dinu and Germán Kruszewski [pdf] [bib] [xml]	pp. 238–247
Metaphor Detection with Cross-Lingual Model Transfer Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, Eric Nyberg and Chris Dyer [pdf] [bib] [xml]	pp. 248–258
Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models Jey Han Lau, Paul Cook, Diana McCarthy, Spandana Gella and Timothy Baldwin [pdf] [bib] [xml]	pp. 259–270
Learning to Automatically Solve Algebra Word Problems Nate Kushman, Luke Zettlemoyer, Regina Barzilay and Yoav Artzi [pdf] [bib]	pp. 271–281
Modelling function words improves unsupervised word segmentation Mark Johnson, Anne Christophe, Emmanuel Dupoux and Katherine Demuth [pdf] [bib] [xml]	pp. 282–292
Max-Margin Tensor Neural Network for Chinese Word Segmentation Wenzhe Pei, Tao Ge and Baobao Chang [pdf] [bib] [xml]	pp. 293–303
An Empirical Study on the Effect of Negation Words on Sentiment Xiaodan Zhu, Hongyu Guo, Saif Mohammad and Svetlana Kiritchenko [pdf] [bib] [xml]	pp. 304–313
Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking Kang Liu, Liheng Xu and Jun Zhao [pdf] [bib]	pp. 314–324
Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization Bishan Yang and Claire Cardie [pdf] [bib] [xml]	pp. 325–335
Product Feature Mining: Semantic Clues versus Syntactic Constituents Liheng Xu, Kang Liu, Siwei Lai and Jun Zhao [pdf] [bib] [xml]	pp. 336–346
Aspect Extraction with Automated Prior Knowledge Learning Zhiyuan Chen, Arjun Mukherjee and Bing Liu [pdf] [bib] [datasets] [xml]	pp. 347–358
Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms Thang Nguyen, Yuening Hu and Jordan Boyd-Graber [pdf] [bib]	pp. 359–369
A Bayesian Mixed Effects Model of Literary Character David Bamman, Ted Underwood and Noah A. Smith [pdf] [bib]	pp. 370–379
Collective Tweet Wikification based on Semi-supervised Graph Regularization Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji and Chin-Yew Lin [pdf] [bib]	pp. 380–390
Zero-shot Entity Extraction from Web Pages Panupong Pasupat and Percy Liang [pdf] [bib]	pp. 391–401
Incremental Joint Extraction of Entity Mentions and Relations Qi Li and Heng Ji [pdf] [bib]	pp. 402–412
That’s Not What I Meant! Using Parsers to Avoid Structural Ambiguities in Generated Text Manjuan Duan and Michael White [pdf] [bib] [datasets] [xml]	pp. 413–423
Surface Realisation from Knowledge-Bases Bikash Gyawali and Claire Gardent [pdf] [bib] [xml]	pp. 424–434
Hybrid Simplification using Deep Semantics and Machine Translation Shashi Narayan and Claire Gardent [pdf] [bib] [datasets] [notes]	pp. 435–445
Grammatical Relations in Chinese: GB-Ground Extraction and Data-Driven Parsing Weiwei Sun, Yantao Du, Xin Kou, Shuoyang Ding and Xiaojun Wan [pdf] [bib] [datasets] [software]	pp. 446–456
Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing Zhenghua Li, Min Zhang and Wenliang Chen [pdf] [bib] [xml]	pp. 457–467
A Robust Approach to Aligning Heterogeneous Lexical Resources Mohammad Taher Pilehvar and Roberto Navigli [pdf] [bib] [xml]	pp. 468–478
Predicting the relevance of distributional semantic similarity with contextual information Philippe Muller, Cécile Fabre and Clémentine Adam [pdf] [bib] [xml]	pp. 479–488
Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning Alona Fyshe, Partha P. Talukdar, Brian Murphy and Tom M. Mitchell [pdf] [bib]	pp. 489–499
Single-Agent vs. Multi-Agent Techniques for Concurrent Reinforcement Learning of Negotiation Dialogue Policies Kallirroi Georgila, Claire Nelson and David Traum [pdf] [bib] [xml]	pp. 500–510
A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing Vanessa Wei Feng and Graeme Hirst [pdf] [bib] [xml]	pp. 511–521
Negation Focus Identification with Contextual Discourse Information Bowei Zou, Guodong Zhou and Qiaoming Zhu [pdf] [bib]	pp. 522–530
New Word Detection for Sentiment Analysis Minlie Huang, Borui Ye, Yichen Wang, Haiqiang Chen, Junjun Cheng and Xiaoyan Zhu [pdf] [bib] [xml]	pp. 531–541
ReNew: A Semi-Supervised Framework for Generating Domain-Specific Lexicons and Sentiment Analysis Zhe Zhang and Munindar P. Singh [pdf] [bib]	pp. 542–551
A Decision-Theoretic Approach to Natural Language Generation Nathan McKinley and Soumya Ray [pdf] [bib] [xml]	pp. 552–561
Generating Code-switched Text for Lexical Learning Igor Labutov and Hod Lipson [pdf] [bib]	pp. 562–571
Omni-word Feature and Soft Constraint for Chinese Relation Extraction Yanping Chen, Qinghua Zheng and Wei Zhang [pdf] [bib] [datasets] [software] [xml]	pp. 572–581
Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora Longhua Qian, Haotian Hui, Ya’nan Hu, Guodong Zhou and Qiaoming Zhu [pdf] [bib]	pp. 582–592
Learning Soft Linear Constraints with Application to Citation Field Extraction Sam Anzaroot, Alexandre Passos, David Belanger and Andrew McCallum [pdf] [bib] [xml]	pp. 593–602
A Study of Concept-based Weighting Regularization for Medical Records Search Yue Wang, Xitong Liu and Hui Fang [pdf] [bib] [xml]	pp. 603–612
Learning to Predict Distributions of Words Across Domains Danushka Bollegala, David Weir and John Carroll [pdf] [bib] [xml]	pp. 613–623
How to make words with vectors: Phrase generation in distributional semantics Georgiana Dinu and Marco Baroni [pdf] [bib]	pp. 624–633
Vector space semantics with frequency-driven motifs Shashank Srivastava and Eduard Hovy [pdf] [bib] [xml]	pp. 634–643
Lexical Inference over Multi-Word Predicates: A Distributional Approach Omri Abend, Shay B. Cohen and Mark Steedman [pdf] [bib]	pp. 644–654
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner, Edward Grefenstette and Phil Blunsom [pdf] [bib] [xml]	pp. 655–665
Online Learning in Tensor Space Yuan Cao and Sanjeev Khudanpur [pdf] [bib] [xml]	pp. 666–675
Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data Avneesh Saluja, Hany Hassan, Kristina Toutanova and Chris Quirk [pdf] [bib] [xml]	pp. 676–686
Using Discourse Structure Improves Machine Translation Evaluation Francisco Guzmán, Shafiq Joty, Lluís Màrquez and Preslav Nakov [pdf] [bib] [xml]	pp. 687–698
Learning Continuous Phrase Representations for Translation Modeling Jianfeng Gao, Xiaodong He, Wen-tau Yih and Li Deng [pdf] [bib]	pp. 699–709
Adaptive Quality Estimation for Machine Translation Marco Turchi, Antonios Anastasopoulos, José G. C. de Souza and Matteo Negri [pdf] [bib] [xml]	pp. 710–720
Learning Grounded Meaning Representations with Autoencoders Carina Silberer and Mirella Lapata [pdf] [bib] [xml]	pp. 721–732
Joint POS Tagging and Transition-based Constituent Parsing in Chinese with Non-local Features Zhiguo Wang and Nianwen Xue [pdf] [bib]	pp. 733–742
Strategies for Contiguous Multiword Expression Analysis and Dependency Parsing Marie Candito and Matthieu Constant [pdf] [bib] [notes] [xml]	pp. 743–753
Correcting Preposition Errors in Learner English Using Error Case Frames and Feedback Messages Ryo Nagata, Mikko Vilenius and Edward Whittaker [pdf] [bib]	pp. 754–764
Kneser-Ney Smoothing on Expected Counts Hui Zhang and David Chiang [pdf] [bib]	pp. 765–774
Robust Entity Clustering via Phylogenetic Inference Nicholas Andrews, Jason Eisner and Mark Dredze [pdf] [bib] [notes] [xml]	pp. 775–785
Linguistic Structured Sparsity in Text Categorization Dani Yogatama and Noah A. Smith [pdf] [bib]	pp. 786–796
Perplexity on Reduced Corpora Hayato Kobayashi [pdf] [bib]	pp. 797–806
Robust Domain Adaptation for Relation Extraction via Clustering Consistency Minh Luan Nguyen, Ivor W. Tsang, Kian Ming A. Chai and Hai Leong Chieu [pdf] [bib]	pp. 807–817
Encoding Relation Requirements for Relation Extraction via Joint Inference Liwei Chen, Yansong Feng, Songfang Huang, Yong Qin and Dongyan Zhao [pdf] [bib] [xml]	pp. 818–827
Medical Relation Extraction with Manifold Models Chang Wang and James Fan [pdf] [bib]	pp. 828–838
Distant Supervision for Relation Extraction with Matrix Completion Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng and Edward Y. Chang [pdf] [bib] [xml]	pp. 839–849
Enhancing Grammatical Cohesion: Generating Transitional Expressions for SMT Mei Tu, Yu Zhou and Chengqing Zong [pdf] [bib]	pp. 850–860
Adaptive HTER Estimation for Document-Specific MT Post-Editing Fei Huang, Jian-Ming Xu, Abraham Ittycheriah and Salim Roukos [pdf] [bib]	pp. 861–870
Translation Assistance by Translation of L1 Fragments in an L2 Context Maarten van Gompel and Antal van den Bosch [pdf] [bib] [xml]	pp. 871–880
Response-based Learning for Grounded Machine Translation Stefan Riezler, Patrick Simianer and Carolin Haas [pdf] [bib] [xml]	pp. 881–891
Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization Daniele Pighin, Marco Cornolti, Enrique Alfonseca and Katja Filippova [pdf] [bib]	pp. 892–901
Hierarchical Summarization: Scaling Up Multi-Document Summarization Janara Christensen, Stephen Soderland, Gagan Bansal and Mausam [pdf] [bib] [xml]	pp. 902–912
Query-Chain Focused Summarization Tal Baumel, Raphael Cohen and Michael Elhadad [pdf] [bib]	pp. 913–922
Exploiting Timelines to Enhance Multi-document Summarization Jun-Ping Ng, Yan Chen, Min-Yen Kan and Zhoujun Li [pdf] [bib] [xml]	pp. 923–933
A chance-corrected measure of inter-annotator agreement for syntax Arne Skjærholt [pdf] [bib] [xml]	pp. 934–944
Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project Tiziano Flati, Daniele Vannella, Tommaso Pasini and Roberto Navigli [pdf] [bib]	pp. 945–955
Information Extraction over Structured Data: Question Answering with Freebase Xuchen Yao and Benjamin Van Durme [pdf] [bib] [xml]	pp. 956–966
Knowledge-Based Question Answering as Machine Translation Junwei Bao, Nan Duan, Ming Zhou and Tiejun Zhao [pdf] [bib] [xml]	pp. 967–976
Discourse Complements Lexical Semantics for Non-factoid Answer Reranking Peter Jansen, Mihai Surdeanu and Peter Clark [pdf] [bib] [xml]	pp. 977–986
Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Motoki Sano, István Varga, Jong-Hoon Oh and Yutaka Kidawara [pdf] [bib] [notes] [xml]	pp. 987–997
Cross-narrative Temporal Ordering of Medical Events Preethi Raghavan, Eric Fosler-Lussier, Noémie Elhadad and Albert M. Lai [pdf] [bib]	pp. 998–1008
Language-Aware Truth Assessment of Fact Candidates Ndapandula Nakashole and Tom M. Mitchell [pdf] [bib]	pp. 1009–1019
That’s sick dude!: Automatic identification of word sense change across different timescales Sunny Mitra, Ritwik Mitra, Martin Riedl, Chris Biemann, Animesh Mukherjee and Pawan Goyal [pdf] [bib] [xml]	pp. 1020–1029
A Step-wise Usage-based Method for Inducing Polysemy-aware Verb Classes Daisuke Kawahara, Daniel W. Peterson and Martha Palmer [pdf] [bib] [xml]	pp. 1030–1040
Structured Learning for Taxonomy Induction with Belief Propagation Mohit Bansal, David Burkett, Gerard de Melo and Dan Klein [pdf] [bib]	pp. 1041–1051
A Provably Correct Learning Algorithm for Latent-Variable PCFGs Shay B. Cohen and Michael Collins [pdf] [bib]	pp. 1052–1061
Spectral Unsupervised Parsing with Additive Tree Metrics Ankur P. Parikh, Shay B. Cohen and Eric P. Xing [pdf] [bib] [notes] [xml]	pp. 1062–1072
Weak semantic context helps phonetic learning in a model of infant language acquisition Stella Frank, Naomi H. Feldman and Sharon Goldwater [pdf] [bib] [xml]	pp. 1073–1083
Bootstrapping into Filler-Gap: An Acquisition Story Marten van Schijndel and Micha Elsner [pdf] [bib] [xml]	pp. 1084–1093
Nonparametric Learning of Phonological Constraints in Optimality Theory Gabriel Doyle, Klinton Bicknell and Roger Levy [pdf] [bib] [xml]	pp. 1094–1103
Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification Accuracy Justin Martineau, Lu Chen, Doreen Cheng and Amit Sheth [pdf] [bib] [xml]	pp. 1104–1112
Political Ideology Detection Using Recursive Neural Networks Mohit Iyyer, Peter Enns, Jordan Boyd-Graber and Philip Resnik [pdf] [bib] [xml]	pp. 1113–1122
A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation Junhui Li, Yuval Marton, Philip Resnik and Hal Daumé III [pdf] [bib] [xml]	pp. 1123–1133
Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors Rui Yan, Mingkun Gao, Ellie Pavlick and Chris Callison-Burch [pdf] [bib] [xml]	pp. 1134–1144
A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser Ney Smoothing Rene Pickhardt, Thomas Gottron, Martin Körner, Paul Georg Wagner, Till Speicher and Steffen Staab [pdf] [bib] [xml]	pp. 1145–1154
A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls William Yang Wang and Zhenhao Hua [pdf] [bib] [xml]	pp. 1155–1165
Polylingual Tree-Based Topic Models for Translation Domain Adaptation Yuening Hu, Ke Zhai, Vladimir Eidelman and Jordan Boyd-Graber [pdf] [bib]	pp. 1166–1176
Low-Resource Semantic Role Labeling Matthew R. Gormley, Margaret Mitchell, Benjamin Van Durme and Mark Dredze [pdf] [bib]	pp. 1177–1187
Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar Jayant Krishnamurthy and Tom M. Mitchell [pdf] [bib] [notes]	pp. 1188–1198
Learning Semantic Hierarchies via Word Embeddings Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang and Ting Liu [pdf] [bib] [xml]	pp. 1199–1209
Probabilistic Soft Logic for Semantic Textual Similarity Islam Beltagy, Katrin Erk and Raymond Mooney [pdf] [bib]	pp. 1210–1219
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries Yashar Mehdad, Giuseppe Carenini and Raymond T. Ng [pdf] [bib] [xml]	pp. 1220–1230
Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data Dimitra Gkatzia, Helen Hastie and Oliver Lemon [pdf] [bib] [xml]	pp. 1231–1240
Approximation Strategies for Multi-Structure Sentence Compression Kapil Thadani [pdf] [bib] [xml]	pp. 1241–1251
Opinion Mining on YouTube Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank and Katja Filippova [pdf] [bib] [xml]	pp. 1252–1261
Automatic Keyphrase Extraction: A Survey of the State of the Art Kazi Saidul Hasan and Vincent Ng [pdf] [bib] [xml]	pp. 1262–1273
Pattern Dictionary of English Prepositions Ken Litkowski [pdf] [bib]	pp. 1274–1283
Looking at Unbalanced Specialized Comparable Corpora for Bilingual Lexicon Extraction Emmanuel Morin and Amir Hazem [pdf] [bib] [xml]	pp. 1284–1293
Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose Daniele Vannella, David Jurgens, Daniele Scarfini, Domenico Toscani and Roberto Navigli [pdf] [bib] [xml]	pp. 1294–1304
Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring Suma Bhat, Huichao Xue and Su-Youn Yoon [pdf] [bib] [xml]	pp. 1305–1315
Can You Repeat That? Using Word Repetition to Improve Spoken Term Detection Jonathan Wintrode and Sanjeev Khudanpur [pdf] [bib] [xml]	pp. 1316–1325
Character-Level Chinese Dependency Parsing Meishan Zhang, Yue Zhang, Wanxiang Che and Ting Liu [pdf] [bib] [xml]	pp. 1326–1336
Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization Xuezhe Ma and Fei Xia [pdf] [bib] [xml]	pp. 1337–1348
Unsupervised Morphology-Based Vocabulary Expansion Mohammad Sadegh Rasooli, Thomas Lippincott, Nizar Habash and Owen Rambow [pdf] [bib]	pp. 1349–1359
Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints Xiaodong Zeng, Lidia S. Chao, Derek F. Wong, Isabel Trancoso and Liang Tian [pdf] [bib] [xml]	pp. 1360–1369
Fast and Robust Neural Network Joint Models for Statistical Machine Translation Jacob Devlin, Rabih Zbib, Zhongqiang Huang, Thomas Lamar, Richard Schwartz and John Makhoul [pdf] [bib] [xml]	pp. 1370–1380
Low-Rank Tensors for Scoring Dependency Structures Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay and Tommi Jaakkola [pdf] [bib] [xml]	pp. 1381–1391
CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure Sascha Rothe and Hinrich Schütze [pdf] [bib] [xml]	pp. 1392–1402
Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world Angeliki Lazaridou, Elia Bruni and Marco Baroni [pdf] [bib] [xml]	pp. 1403–1414
Semantic Parsing via Paraphrasing Jonathan Berant and Percy Liang [pdf] [bib] [xml]	pp. 1415–1425
A Discriminative Graph-Based Parser for the Abstract Meaning Representation Jeffrey Flanigan, Sam Thomson, Jaime Carbonell, Chris Dyer and Noah A. Smith [pdf] [bib]	pp. 1426–1436
Context-dependent Semantic Parsing for Time Expressions Kenton Lee, Yoav Artzi, Jesse Dodge and Luke Zettlemoyer [pdf] [bib]	pp. 1437–1447
Semantic Frame Identification with Distributed Word Representations Karl Moritz Hermann, Dipanjan Das, Jason Weston and Kuzman Ganchev [pdf] [bib] [xml]	pp. 1448–1458
A Sense-Based Translation Model for Statistical Machine Translation Deyi Xiong and Min Zhang [pdf] [bib]	pp. 1459–1469
Recurrent Neural Networks for Word Alignment Model Akihiro Tamura, Taro Watanabe and Eiichiro Sumita [pdf] [bib] [xml]	pp. 1470–1480
A Constrained Viterbi Relaxation for Bidirectional Word Alignment Yin-Wen Chang, Alexander M. Rush, John DeNero and Michael Collins [pdf] [bib]	pp. 1481–1490
A Recursive Recurrent Neural Network for Statistical Machine Translation Shujie Liu, Nan Yang, Mu Li and Ming Zhou [pdf] [bib] [xml]	pp. 1491–1500
Predicting Instructor’s Intervention in MOOC forums Snigdha Chaturvedi, Dan Goldwasser and Hal Daumé III [pdf] [bib]	pp. 1501–1511
A Joint Graph Model for Pinyin-to-Chinese Conversion with Typo Correction Zhongye Jia and Hai Zhao [pdf] [bib] [xml]	pp. 1512–1523
Smart Selection Patrick Pantel, Michael Gamon and Ariel Fuxman [pdf] [bib]	pp. 1524–1533
Modeling Prompt Adherence in Student Essays Isaac Persing and Vincent Ng [pdf] [bib] [xml]	pp. 1534–1543
ConnotationWordNet: Learning Connotation over the Word+Sense Network Jun Seok Kang, Song Feng, Leman Akoglu and Yejin Choi [pdf] [bib] [datasets] [xml]	pp. 1544–1554
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu and Bing Qin [pdf] [bib] [xml]	pp. 1555–1565
Towards a General Rule for Identifying Deceptive Opinion Spam Jiwei Li, Myle Ott, Claire Cardie and Eduard Hovy [pdf] [bib]	pp. 1566–1576

Last modified on June 11, 2014, 4:55 a.m.