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Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Chairs
Kevin Knight (USC Information Sciences Institute)
Ani Nenkova (University of Pennsylvania)
Owen Rambow (Columbia University)

Full proceedings volume (PDF)
Schedule and author index (HTML)
Bibliography (BibTeX)
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pdf bib Front matter pages
pdf bib Achieving Accurate Conclusions in Evaluation of Automatic Machine Translation Metrics
Yvette Graham and Qun Liu 		pp. 1–10
pdf bib Flexible Non-Terminals for Dependency Tree-to-Tree Reordering
John Richardson, Fabien Cromierès, Toshiaki Nakazawa and Sadao Kurohashi 		pp. 11–19
pdf bib Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation
Akiva Miura, Graham Neubig, Michael Paul and Satoshi Nakamura 		pp. 20–29
pdf bib Multi-Source Neural Translation
Barret Zoph and Kevin Knight 		pp. 30–34
pdf bib Controlling Politeness in Neural Machine Translation via Side Constraints
Rico Sennrich, Barry Haddow and Alexandra Birch 		pp. 35–40
pdf bib An Empirical Evaluation of Noise Contrastive Estimation for the Neural Network Joint Model of Translation
Colin Cherry 		pp. 41–46
pdf bib Neural Network-Based Abstract Generation for Opinions and Arguments
Lu Wang and Wang Ling 		pp. 47–57
pdf bib A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization
William Yang Wang, Yashar Mehdad, Dragomir R. Radev and Amanda Stent 		pp. 58–68
pdf bib Entity-balanced Gaussian pLSA for Automated Comparison
Danish Contractor, Parag Singla and Mausam 		pp. 69–79
pdf bib Automatic Summarization of Student Course Feedback
Wencan Luo, Fei Liu, Zitao Liu and Diane Litman 		pp. 80–85
pdf bib Knowledge-Guided Linguistic Rewrites for Inference Rule Verification
Prachi Jain and Mausam 		pp. 86–92
pdf bib Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
Sumit Chopra, Michael Auli and Alexander M. Rush 		pp. 93–98
pdf bib Integer Linear Programming for Discourse Parsing
Jérémy Perret, Stergos Afantenos, Nicholas Asher and Mathieu Morey 		pp. 99–109
pdf bib A Diversity-Promoting Objective Function for Neural Conversation Models
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao and Bill Dolan 		pp. 110–119
pdf bib Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke and Steve Young 		pp. 120–129
pdf bib A Long Short-Term Memory Framework for Predicting Humor in Dialogues
Dario Bertero and Pascale Fung 		pp. 130–135
pdf bib Conversational Flow in Oxford-style Debates
Justine Zhang, Ravi Kumar, Sujith Ravi and Cristian Danescu-Niculescu-Mizil 		pp. 136–141
pdf bib Counter-fitting Word Vectors to Linguistic Constraints
Nikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gašić, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke, Tsung-Hsien Wen and Steve Young 		pp. 142–148
pdf bib Grounded Semantic Role Labeling
Shaohua Yang, Qiaozi Gao, Changsong Liu, Caiming Xiong, Song-Chun Zhu and Joyce Y. Chai 		pp. 149–159
pdf bib Black Holes and White Rabbits: Metaphor Identification with Visual Features
Ekaterina Shutova, Douwe Kiela and Jean Maillard 		pp. 160–170
pdf bib Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning
Janarthanan Rajendran, Mitesh M. Khapra, Sarath Chandar and Balaraman Ravindran 		pp. 171–181
pdf bib Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings
Spandana Gella, Mirella Lapata and Frank Keller 		pp. 182–192
pdf bib Stating the Obvious: Extracting Visual Common Sense Knowledge
Mark Yatskar, Vicente Ordonez and Ali Farhadi 		pp. 193–198
pdf bib Recurrent Neural Network Grammars
Chris Dyer, Adhiguna Kuncoro, Miguel Ballesteros and Noah A. Smith 		pp. 199–209
pdf bib Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks
Wenduan Xu, Michael Auli and Stephen Clark 		pp. 210–220
pdf bib LSTM CCG Parsing
Mike Lewis, Kenton Lee and Luke Zettlemoyer 		pp. 221–231
pdf bib Supertagging With LSTMs
Ashish Vaswani, Yonatan Bisk, Kenji Sagae and Ryan Musa 		pp. 232–237
pdf bib An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition
Wencan Luo and Fan Yang 		pp. 238–248
pdf bib Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning
Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji, Kevin Knight and Daniel Marcu 		pp. 249–259
pdf bib Neural Architectures for Named Entity Recognition
Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami and Chris Dyer 		pp. 260–270
pdf bib Dynamic Feature Induction: The Last Gist to the State-of-the-Art
Jinho D. Choi 		pp. 271–281
pdf bib Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer
Eunsuk Yang, Young-Bum Kim, Ruhi Sarikaya and Yu-Seop Kim 		pp. 282–288
pdf bib Joint Extraction of Events and Entities within a Document Context
Bishan Yang and Tom M. Mitchell 		pp. 289–299
pdf bib Joint Event Extraction via Recurrent Neural Networks
Thien Huu Nguyen, Kyunghyun Cho and Ralph Grishman 		pp. 300–309
pdf bib Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang, Liang Lu and Mirella Lapata 		pp. 310–320
pdf bib Recurrent Memory Networks for Language Modeling
Ke Tran, Arianna Bisazza and Christof Monz 		pp. 321–331
pdf bib A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models
Yangfeng Ji, Gholamreza Haffari and Jacob Eisenstein 		pp. 332–342
pdf bib Questioning Arbitrariness in Language: a Data-Driven Study of Conventional Iconicity
Ekaterina Abramova and Raquel Fernández 		pp. 343–352
pdf bib Distinguishing Literal and Non-Literal Usage of German Particle Verbs
Maximilian Köper and Sabine Schulte im Walde 		pp. 353–362
pdf bib Phrasal Substitution of Idiomatic Expressions
Changsheng Liu and Rebecca Hwa 		pp. 363–373
pdf bib Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks
Yangtuo Peng and Hui Jiang 		pp. 374–379
pdf bib Grammatical error correction using neural machine translation
Zheng Yuan and Ted Briscoe 		pp. 380–386
pdf bib Multimodal Semantic Learning from Child-Directed Input
Angeliki Lazaridou, Grzegorz Chrupała, Raquel Fernández and Marco Baroni 		pp. 387–392
pdf bib Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding
Yangyang Shi, Kaisheng Yao, Hu Chen, Dong Yu, Yi-Cheng Pan and Mei-Yuh Hwang 		pp. 393–399
pdf bib Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang, Zhiyang Teng and Yue Zhang 		pp. 400–410
pdf bib Agreement on Target-bidirectional Neural Machine Translation
Lemao Liu, Masao Utiyama, Andrew Finch and Eiichiro Sumita 		pp. 411–416
pdf bib Psycholinguistic Features for Deceptive Role Detection in Werewolf
Codruta Girlea, Roxana Girju and Eyal Amir 		pp. 417–422
pdf bib Individual Variation in the Choice of Referential Form
Thiago Castro Ferreira, Emiel Krahmer and Sander Wubben 		pp. 423–427
pdf bib Joint Learning Templates and Slots for Event Schema Induction
Lei Sha, Sujian Li, Baobao Chang and Zhifang Sui 		pp. 428–434
pdf bib Inferring Psycholinguistic Properties of Words
Gustavo Paetzold and Lucia Specia 		pp. 435–440
pdf bib Intra-Topic Variability Normalization based on Linear Projection for Topic Classification
Quan Liu, Wu Guo, Zhen-Hua Ling, Hui Jiang and Yu Hu 		pp. 441–446
pdf bib Shift-Reduce CCG Parsing using Neural Network Models
Bharat Ram Ambati, Tejaswini Deoskar and Mark Steedman 		pp. 447–453
pdf bib Online Multilingual Topic Models with Multi-Level Hyperpriors
Kriste Krstovski, David Smith and Michael J. Kurtz 		pp. 454–459
pdf bib STransE: a novel embedding model of entities and relationships in knowledge bases
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu and Mark Johnson 		pp. 460–466
pdf bib An Unsupervised Model of Orthographic Variation for Historical Document Transcription
Dan Garrette and Hannah Alpert-Abrams 		pp. 467–472
pdf bib Bidirectional RNN for Medical Event Detection in Electronic Health Records
Abhyuday N Jagannatha and Hong Yu 		pp. 473–482
pdf bib The Sensitivity of Topic Coherence Evaluation to Topic Cardinality
Jey Han Lau and Timothy Baldwin 		pp. 483–487
pdf bib Transition-Based Syntactic Linearization with Lookahead Features
Ratish Puduppully, Yue Zhang and Manish Shrivastava 		pp. 488–493
pdf bib A Recurrent Neural Networks Approach for Estimating the Quality of Machine Translation Output
Hyun Kim and Jong-Hyeok Lee 		pp. 494–498
pdf bib Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives
Roy Schwartz, Roi Reichart and Ari Rappoport 		pp. 499–505
pdf bib Breaking the Closed World Assumption in Text Classification
Geli Fei and Bing Liu 		pp. 506–514
pdf bib Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
Ji Young Lee and Franck Dernoncourt 		pp. 515–520
pdf bib Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence
Gakuto Kurata, Bing Xiang and Bowen Zhou 		pp. 521–526
pdf bib Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network
Peilu Wang, Yao Qian, Frank K. Soong, Lei He and Hai Zhao 		pp. 527–533
pdf bib Combining Recurrent and Convolutional Neural Networks for Relation Classification
Ngoc Thang Vu, Heike Adel, Pankaj Gupta and Hinrich Schütze 		pp. 534–539
pdf bib Building Chinese Affective Resources in Valence-Arousal Dimensions
Liang-Chih Yu, Lung-Hao Lee, Shuai Hao, Jin Wang, Yunchao He, Jun Hu, K. Robert Lai and Xuejie Zhang 		pp. 540–545
pdf bib Improving event prediction by representing script participants
Simon Ahrendt and Vera Demberg 		pp. 546–551
pdf bib Structured Prediction with Output Embeddings for Semantic Image Annotation
Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra and Francesc Moreno-Noguer 		pp. 552–557
pdf bib Large-scale Multitask Learning for Machine Translation Quality Estimation
Kashif Shah and Lucia Specia 		pp. 558–567
pdf bib Conversational Markers of Constructive Discussions
Vlad Niculae and Cristian Danescu-Niculescu-Mizil 		pp. 568–578
pdf bib Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps
Luana Bulat, Douwe Kiela and Stephen Clark 		pp. 579–588
pdf bib Cross-lingual Wikification Using Multilingual Embeddings
Chen-Tse Tsai and Dan Roth 		pp. 589–598
pdf bib Deconstructing Complex Search Tasks: a Bayesian Nonparametric Approach for Extracting Sub-tasks
Rishabh Mehrotra, Prasanta Bhattacharya and Emine Yilmaz 		pp. 599–605
pdf bib Probabilistic Models for Learning a Semantic Parser Lexicon
Jayant Krishnamurthy 		pp. 606–616
pdf bib Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods
Martin Riedl and Chris Biemann 		pp. 617–622
pdf bib Weighting Finite-State Transductions With Neural Context
Pushpendre Rastogi, Ryan Cotterell and Jason Eisner 		pp. 623–633
pdf bib Morphological Inflection Generation Using Character Sequence to Sequence Learning
Manaal Faruqui, Yulia Tsvetkov, Graham Neubig and Chris Dyer 		pp. 634–643
pdf bib Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations
Patrick Ziering and Lonneke van der Plas 		pp. 644–653
pdf bib Phonological Pun-derstanding
Aaron Jaech, Rik Koncel-Kedziorski and Mari Ostendorf 		pp. 654–663
pdf bib A Joint Model of Orthography and Morphological Segmentation
Ryan Cotterell, Tim Vieira and Hinrich Schütze 		pp. 664–669
pdf bib Syntactic Parsing of Web Queries with Question Intent
Yuval Pinter, Roi Reichart and Idan Szpektor 		pp. 670–680
pdf bib Visualizing and Understanding Neural Models in NLP
Jiwei Li, Xinlei Chen, Eduard Hovy and Dan Jurafsky 		pp. 681–691
pdf bib Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala and Achim Rettinger 		pp. 692–702
pdf bib Joint Learning with Global Inference for Comment Classification in Community Question Answering
Shafiq Joty, Lluís Màrquez and Preslav Nakov 		pp. 703–713
pdf bib Weak Semi-Markov CRFs for Noun Phrase Chunking in Informal Text
Aldrian Obaja Muis and Wei Lu 		pp. 714–719
pdf bib What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment
Hongyuan Mei, Mohit Bansal and Matthew R. Walter 		pp. 720–730
pdf bib Generation from Abstract Meaning Representation using Tree Transducers
Jeffrey Flanigan, Chris Dyer, Noah A. Smith and Jaime Carbonell 		pp. 731–739
pdf bib A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap
Carolin Haas and Stefan Riezler 		pp. 740–750
pdf bib Natural Language Communication with Robots
Yonatan Bisk, Deniz Yuret and Daniel Marcu 		pp. 751–761
pdf bib Inter-document Contextual Language model
Quan Hung Tran, Ingrid Zukerman and Gholamreza Haffari 		pp. 762–766
pdf bib Ultradense Word Embeddings by Orthogonal Transformation
Sascha Rothe, Sebastian Ebert and Hinrich Schütze 		pp. 767–777
pdf bib Separating Actor-View from Speaker-View Opinion Expressions using Linguistic Features
Michael Wiegand, Marc Schulder and Josef Ruppenhofer 		pp. 778–788
pdf bib Clustering for Simultaneous Extraction of Aspects and Features from Reviews
Lu Chen, Justin Martineau, Doreen Cheng and Amit Sheth 		pp. 789–799
pdf bib Opinion Holder and Target Extraction on Opinion Compounds – A Linguistic Approach
Michael Wiegand, Christine Bocionek and Josef Ruppenhofer 		pp. 800–810
pdf bib Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best–Worst Scaling
Svetlana Kiritchenko and Saif M. Mohammad 		pp. 811–817
pdf bib Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua
Derry Tanti Wijaya and Tom M. Mitchell 		pp. 818–827
pdf bib Comparing Convolutional Neural Networks to Traditional Models for Slot Filling
Heike Adel, Benjamin Roth and Hinrich Schütze 		pp. 828–838
pdf bib A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories
Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli and James Allen 		pp. 839–849
pdf bib Dynamic Entity Representation with Max-pooling Improves Machine Reading
Sosuke Kobayashi, Ran Tian, Naoaki Okazaki and Kentaro Inui 		pp. 850–855
pdf bib Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization
Daniel Beck, Adrià de Gispert, Gonzalo Iglesias, Aurelien Waite and Bill Byrne 		pp. 856–865
pdf bib Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism
Orhan Firat, Kyunghyun Cho and Yoshua Bengio 		pp. 866–875
pdf bib Incorporating Structural Alignment Biases into an Attentional Neural Translation Model
Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, Kaisheng Yao, Chris Dyer and Gholamreza Haffari 		pp. 876–885
pdf bib Multilingual Relation Extraction using Compositional Universal Schema
Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth and Andrew McCallum 		pp. 886–896
pdf bib Effective Crowd Annotation for Relation Extraction
Angli Liu, Stephen Soderland, Jonathan Bragg, Christopher H. Lin, Xiao Ling and Daniel S. Weld 		pp. 897–906
pdf bib A Translation-Based Knowledge Graph Embedding Preserving Logical Property of Relations
Hee-Geun Yoon, Hyun-Je Song, Seong-Bae Park and Se-Young Park 		pp. 907–916
pdf bib DAG-Structured Long Short-Term Memory for Semantic Compositionality
Xiaodan Zhu, Parinaz Sobhani and Hongyu Guo 		pp. 917–926
pdf bib Bayesian Supervised Domain Adaptation for Short Text Similarity
Md Arafat Sultan, Jordan Boyd-Graber and Tamara Sumner 		pp. 927–936
pdf bib Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He and Jimmy Lin 		pp. 937–948
pdf bib An Attentional Model for Speech Translation Without Transcription
Long Duong, Antonios Anastasopoulos, David Chiang, Steven Bird and Trevor Cohn 		pp. 949–959
pdf bib Information Density and Quality Estimation Features as Translationese Indicators for Human Translation Classification
Raphael Rubino, Ekaterina Lapshinova-Koltunski and Josef van Genabith 		pp. 960–970
pdf bib Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation
He He, Jordan Boyd-Graber and Hal Daumé III 		pp. 971–976
pdf bib LSTM Neural Reordering Feature for Statistical Machine Translation
Yiming Cui, Shijin Wang and Jianfeng Li 		pp. 977–982
pdf bib A Novel Approach to Dropped Pronoun Translation
Longyue Wang, Zhaopeng Tu, Xiaojun Zhang, Hang Li, Andy Way and Qun Liu 		pp. 983–993
pdf bib Learning Global Features for Coreference Resolution
Sam Wiseman, Alexander M. Rush and Stuart M. Shieber 		pp. 994–1004
pdf bib Search Space Pruning: A Simple Solution for Better Coreference Resolvers
Nafise Sadat Moosavi and Michael Strube 		pp. 1005–1011
pdf bib Unsupervised Ranking Model for Entity Coreference Resolution
Xuezhe Ma, Zhengzhong Liu and Eduard Hovy 		pp. 1012–1018
pdf bib Embedding Lexical Features via Low-Rank Tensors
Mo Yu, Mark Dredze, Raman Arora and Matthew R. Gormley 		pp. 1019–1029
pdf bib The Role of Context Types and Dimensionality in Learning Word Embeddings
Oren Melamud, David McClosky, Siddharth Patwardhan and Mohit Bansal 		pp. 1030–1040
pdf bib Improve Chinese Word Embeddings by Exploiting Internal Structure
Jian Xu, Jiawei Liu, Liangang Zhang, Zhengyu Li and Huanhuan Chen 		pp. 1041–1050
pdf bib Assessing Relative Sentence Complexity using an Incremental CCG Parser
Bharat Ram Ambati, Siva Reddy and Mark Steedman 		pp. 1051–1057
pdf bib Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing
Ophélie Lacroix, Lauriane Aufrant, Guillaume Wisniewski and François Yvon 		pp. 1058–1063
pdf bib Geolocation for Twitter: Timing Matters
Mark Dredze, Miles Osborne and Prabhanjan Kambadur 		pp. 1064–1069
pdf bib Fast and Easy Short Answer Grading with High Accuracy
Md Arafat Sultan, Cristobal Salazar and Tamara Sumner 		pp. 1070–1075
pdf bib Interlocking Phrases in Phrase-based Statistical Machine Translation
Ye Kyaw Thu, Andrew Finch and Eiichiro Sumita 		pp. 1076–1081
pdf bib Eyes Don’t Lie: Predicting Machine Translation Quality Using Eye Movement
Hassan Sajjad, Francisco Guzmán, Nadir Durrani, Ahmed Abdelali, Houda Bouamor, Irina Temnikova and Stephan Vogel 		pp. 1082–1088
pdf bib Making Dependency Labeling Simple, Fast and Accurate
Tianxiao Shen, Tao Lei and Regina Barzilay 		pp. 1089–1094
pdf bib Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework
Matthieu Constant, Joseph Le Roux and Nadi Tomeh 		pp. 1095–1101
pdf bib Sentiment Composition of Words with Opposing Polarities
Svetlana Kiritchenko and Saif M. Mohammad 		pp. 1102–1108
pdf bib Learning to Recognize Ancillary Information for Automatic Paraphrase Identification
Simone Filice and Alessandro Moschitti 		pp. 1109–1114
pdf bib Learning a POS tagger for AAVE-like language
Anna Jørgensen, Dirk Hovy and Anders Søgaard 		pp. 1115–1120
pdf bib PIC a Different Word: A Simple Model for Lexical Substitution in Context
Stephen Roller and Katrin Erk 		pp. 1121–1126
pdf bib Bootstrapping Translation Detection and Sentence Extraction from Comparable Corpora
Kriste Krstovski and David Smith 		pp. 1127–1132
pdf bib Discriminative Reranking for Grammatical Error Correction with Statistical Machine Translation
Tomoya Mizumoto and Yuji Matsumoto 		pp. 1133–1138
pdf bib Patterns of Wisdom: Discourse-Level Style in Multi-Sentence Quotations
Kyle Booten and Marti A. Hearst 		pp. 1139–1144
pdf bib Right-truncatable Neural Word Embeddings
Jun Suzuki and Masaaki Nagata 		pp. 1145–1151
pdf bib MAWPS: A Math Word Problem Repository
Rik Koncel-Kedziorski, Subhro Roy, Aida Amini, Nate Kushman and Hannaneh Hajishirzi 		pp. 1152–1157
pdf bib Cross-genre Event Extraction with Knowledge Enrichment
Hao Li and Heng Ji 		pp. 1158–1162
pdf bib Emergent: a novel data-set for stance classification
William Ferreira and Andreas Vlachos 		pp. 1163–1168
pdf bib BIRA: Improved Predictive Exchange Word Clustering
Jon Dehdari, Liling Tan and Josef van Genabith 		pp. 1169–1174
pdf bib Integrating Morphological Desegmentation into Phrase-based Decoding
Mohammad Salameh, Colin Cherry and Grzegorz Kondrak 		pp. 1175–1180
pdf bib The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection
Junyi Jessy Li and Ani Nenkova 		pp. 1181–1186
pdf bib Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment
Yogarshi Vyas and Marine Carpuat 		pp. 1187–1197
pdf bib Automatic Prediction of Linguistic Decline in Writings of Subjects with Degenerative Dementia
Davy Weissenbacher, Travis A. Johnson, Laura Wojtulewicz, Amylou Dueck, Dona Locke, Richard Caselli and Graciela Gonzalez 		pp. 1198–1207
pdf bib Consensus Maximization Fusion of Probabilistic Information Extractors
Miguel Rodríguez, Sean Goldberg and Daisy Zhe Wang 		pp. 1208–1216
pdf bib Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies
Barret Zoph, Ashish Vaswani, Jonathan May and Kevin Knight 		pp. 1217–1222
pdf bib Automatically Inferring Implicit Properties in Similes
Ashequl Qadir, Ellen Riloff and Marilyn A. Walker 		pp. 1223–1232
pdf bib Visual Storytelling
Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley and Margaret Mitchell 		pp. 1233–1239
pdf bib PRIMT: A Pick-Revise Framework for Interactive Machine Translation
Shanbo Cheng, Shujian Huang, Huadong Chen, Xin-Yu Dai and Jiajun Chen 		pp. 1240–1249
pdf bib Incorporating Side Information into Recurrent Neural Network Language Models
Cong Duy Vu Hoang, Trevor Cohn and Gholamreza Haffari 		pp. 1250–1255
pdf bib Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
Matthew Francis-Landau, Greg Durrett and Dan Klein 		pp. 1256–1261
pdf bib $K$-Embeddings: Learning Conceptual Embeddings for Words using Context
Thuy Vu and D. Stott Parker 		pp. 1262–1267
pdf bib Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking
Kateryna Tymoshenko, Daniele Bonadiman and Alessandro Moschitti 		pp. 1268–1278
pdf bib Semi-supervised Question Retrieval with Gated Convolutions
Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti and Lluís Màrquez 		pp. 1279–1289
pdf bib This is how we do it: Answer Reranking for Open-domain How Questions with Paragraph Vectors and Minimal Feature Engineering
Dasha Bogdanova and Jennifer Foster 		pp. 1290–1295
pdf bib Multilingual Language Processing From Bytes
Dan Gillick, Cliff Brunk, Oriol Vinyals and Amarnag Subramanya 		pp. 1296–1306
pdf bib Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings
Yuan Zhang, David Gaddy, Regina Barzilay and Tommi Jaakkola 		pp. 1307–1317
pdf bib Part-of-Speech Tagging for Historical English
Yi Yang and Jacob Eisenstein 		pp. 1318–1328
pdf bib Statistical Modeling of Creole Genesis
Yugo Murawaki 		pp. 1329–1339
pdf bib Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text
Arnav Sharma, Sakshi Gupta, Raveesh Motlani, Piyush Bansal, Manish Shrivastava, Radhika Mamidi and Dipti M. Sharma 		pp. 1340–1345
pdf bib Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders
Simon Šuster, Ivan Titov and Gertjan van Noord 		pp. 1346–1356
pdf bib Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David Mortensen, Alan W Black, Lori Levin and Chris Dyer 		pp. 1357–1366
pdf bib Learning Distributed Representations of Sentences from Unlabelled Data
Felix Hill, Kyunghyun Cho and Anna Korhonen 		pp. 1367–1377
pdf bib Retrofitting Sense-Specific Word Vectors Using Parallel Text
Allyson Ettinger, Philip Resnik and Marine Carpuat 		pp. 1378–1383
pdf bib End-to-End Argumentation Mining in Student Essays
Isaac Persing and Vincent Ng 		pp. 1384–1394
pdf bib Cross-Domain Mining of Argumentative Text through Distant Supervision
Khalid Al-Khatib, Henning Wachsmuth, Matthias Hagen, Jonas Köhler and Benno Stein 		pp. 1395–1404
pdf bib A Study of the Impact of Persuasive Argumentation in Political Debates
Amparo Elizabeth Cano-Basave and Yulan He 		pp. 1405–1413
pdf bib Lexical Coherence Graph Modeling Using Word Embeddings
Mohsen Mesgar and Michael Strube 		pp. 1414–1423
pdf bib Using Context to Predict the Purpose of Argumentative Writing Revisions
Fan Zhang and Diane Litman 		pp. 1424–1430
pdf bib Automatic Generation and Scoring of Positive Interpretations from Negated Statements
Eduardo Blanco and Zahra Sarabi 		pp. 1431–1441
pdf bib Learning Natural Language Inference with LSTM
Shuohang Wang and Jing Jiang 		pp. 1442–1451
pdf bib Activity Modeling in Email
Ashequl Qadir, Michael Gamon, Patrick Pantel and Ahmed Hassan Awadallah 		pp. 1452–1462
pdf bib Clustering Paraphrases by Word Sense
Anne Cocos and Chris Callison-Burch 		pp. 1463–1472
pdf bib Unsupervised Learning of Prototypical Fillers for Implicit Semantic Role Labeling
Niko Schenk and Christian Chiarcos 		pp. 1473–1479
pdf bib Hierarchical Attention Networks for Document Classification
Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola and Eduard Hovy 		pp. 1480–1489
pdf bib Dependency Based Embeddings for Sentence Classification Tasks
Alexandros Komninos and Suresh Manandhar 		pp. 1490–1500
pdf bib Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi, Kaisheng Yao, Le Tian and Daxin Jiang 		pp. 1501–1511
pdf bib Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents
Rui Zhang, Honglak Lee and Dragomir R. Radev 		pp. 1512–1521
pdf bib MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification
Ye Zhang, Stephen Roller and Byron C. Wallace 		pp. 1522–1527
pdf bib Improving sentence compression by learning to predict gaze
Sigrid Klerke, Yoav Goldberg and Anders Søgaard 		pp. 1528–1533
pdf bib Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan Boyd-Graber and Hal Daumé III 		pp. 1534–1544
pdf bib Learning to Compose Neural Networks for Question Answering
Jacob Andreas, Marcus Rohrbach, Trevor Darrell and Dan Klein 		pp. 1545–1554

Last modified on June 10, 2016, 11:15 a.m.