Transactions of the Association for Computational Linguistics, Volume 4

Transactions of the Association for Computational Linguistics, Volume 4 Lillian Lee editor Mark Johnson editor Kristina Toutanova editor monographic 2016 MIT Press Cambridge, MA text book tacl-2016-transactions https://aclanthology.org/Q16-1000/ Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning Manaal Faruqui author Ryan McDonald author Radu Soricut author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal faruqui-etal-2016-morpho 10.1162/tacl_a_00079 https://aclanthology.org/Q16-1001/ 2016 4 1 16 Learning to Understand Phrases by Embedding the Dictionary Felix Hill author Kyunghyun Cho author Anna Korhonen author Yoshua Bengio author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hill-etal-2016-learning-understand 10.1162/tacl_a_00080 https://aclanthology.org/Q16-1002/ 2016 4 17 30 A Bayesian Model of Diachronic Meaning Change Lea Frermann author Mirella Lapata author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal frermann-lapata-2016-bayesian 10.1162/tacl_a_00081 https://aclanthology.org/Q16-1003/ 2016 4 31 45 Detecting Cross-Cultural Differences Using a Multilingual Topic Model E D Gutiérrez author Ekaterina Shutova author Patricia Lichtenstein author Gerard de Melo author Luca Gilardi author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal gutierrez-etal-2016-detecting 10.1162/tacl_a_00082 https://aclanthology.org/Q16-1004/ 2016 4 47 60 An Empirical Analysis of Formality in Online Communication Ellie Pavlick author Joel Tetreault author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal pavlick-tetreault-2016-empirical 10.1162/tacl_a_00083 https://aclanthology.org/Q16-1005/ 2016 4 61 74 Decoding Anagrammed Texts Written in an Unknown Language and Script Bradley Hauer author Grzegorz Kondrak author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hauer-kondrak-2016-decoding 10.1162/tacl_a_00084 https://aclanthology.org/Q16-1006/ 2016 4 75 86 Learning Tier-based Strictly 2-Local Languages Adam Jardine author Jeffrey Heinz author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal jardine-heinz-2016-learning 10.1162/tacl_a_00085 https://aclanthology.org/Q16-1007/ 2016 4 87 98 Adapting to All Domains at Once: Rewarding Domain Invariance in SMT Hoang Cuong author Khalil Sima’an author Ivan Titov author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal cuong-etal-2016-adapting 10.1162/tacl_a_00086 https://aclanthology.org/Q16-1008/ 2016 4 99 112 A Joint Model for Answer Sentence Ranking and Answer Extraction Md Arafat Sultan author Vittorio Castelli author Radu Florian author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sultan-etal-2016-joint 10.1162/tacl_a_00087 https://aclanthology.org/Q16-1009/ 2016 4 113 125 Transforming Dependency Structures to Logical Forms for Semantic Parsing Siva Reddy author Oscar Täckström author Michael Collins author Tom Kwiatkowski author Dipanjan Das author Mark Steedman author Mirella Lapata author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal reddy-etal-2016-transforming 10.1162/tacl_a_00088 https://aclanthology.org/Q16-1010/ 2016 4 127 140 Concept Grounding to Multiple Knowledge Bases via Indirect Supervision Chen-Tse Tsai author Dan Roth author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal tsai-roth-2016-concept 10.1162/tacl_a_00089 https://aclanthology.org/Q16-1011/ 2016 4 141 154 Learning to Make Inferences in a Semantic Parsing Task Kyle Richardson author Jonas Kuhn author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal richardson-kuhn-2016-learning 10.1162/tacl_a_00090 https://aclanthology.org/Q16-1012/ 2016 4 155 168 Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality Keisuke Sakaguchi author Courtney Napoles author Matt Post author Joel Tetreault author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sakaguchi-etal-2016-reassessing 10.1162/tacl_a_00091 https://aclanthology.org/Q16-1013/ 2016 4 169 182 Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States Ashish Vaswani author Kenji Sagae author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal vaswani-sagae-2016-efficient 10.1162/tacl_a_00092 https://aclanthology.org/Q16-1014/ 2016 4 183 196 Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources Silvana Hartmann author Judith Eckle-Kohler author Iryna Gurevych author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hartmann-etal-2016-generating 10.1162/tacl_a_00093 https://aclanthology.org/Q16-1015/ 2016 4 197 213 J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features Dat Ba Nguyen author Martin Theobald author Gerhard Weikum author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal nguyen-etal-2016-j 10.1162/tacl_a_00094 https://aclanthology.org/Q16-1016/ 2016 4 215 229 Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations Diego Marcheggiani author Ivan Titov author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal marcheggiani-titov-2016-discrete 10.1162/tacl_a_00095 https://aclanthology.org/Q16-1017/ 2016 4 231 244 Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models Karl Stratos author Michael Collins author Daniel Hsu author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal stratos-etal-2016-unsupervised 10.1162/tacl_a_00096 https://aclanthology.org/Q16-1018/ 2016 4 245 257 ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin author Hinrich Schütze author Bing Xiang author Bowen Zhou author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal yin-etal-2016-abcnn 10.1162/tacl_a_00097 https://aclanthology.org/Q16-1019/ 2016 4 259 272 Word Embeddings as Metric Recovery in Semantic Spaces Tatsunori B Hashimoto author David Alvarez-Melis author Tommi S Jaakkola author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hashimoto-etal-2016-word 10.1162/tacl_a_00098 https://aclanthology.org/Q16-1020/ 2016 4 273 286 Comparing Apples to Apple: The Effects of Stemmers on Topic Models Alexandra Schofield author David Mimno author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal schofield-mimno-2016-comparing 10.1162/tacl_a_00099 https://aclanthology.org/Q16-1021/ 2016 4 287 300 Multilingual Projection for Parsing Truly Low-Resource Languages Željko Agić author Anders Johannsen author Barbara Plank author Héctor Martínez Alonso author Natalie Schluter author Anders Søgaard author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal agic-etal-2016-multilingual 10.1162/tacl_a_00100 https://aclanthology.org/Q16-1022/ 2016 4 301 312 Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations Eliyahu Kiperwasser author Yoav Goldberg author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kiperwasser-goldberg-2016-simple 10.1162/tacl_a_00101 https://aclanthology.org/Q16-1023/ 2016 4 313 327 Sparse Non-negative Matrix Language Modeling Joris Pelemans author Noam Shazeer author Ciprian Chelba author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal pelemans-etal-2016-sparse 10.1162/tacl_a_00102 https://aclanthology.org/Q16-1024/ 2016 4 329 342 Multi-lingual Dependency Parsing Evaluation: a Large-scale Analysis of Word Order Properties using Artificial Data Kristina Gulordava author Paola Merlo author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal gulordava-merlo-2016-multi 10.1162/tacl_a_00103 https://aclanthology.org/Q16-1025/ 2016 4 343 356 Named Entity Recognition with Bidirectional LSTM-CNNs Jason P.C. Chiu author Eric Nichols author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal chiu-nichols-2016-named 10.1162/tacl_a_00104 https://aclanthology.org/Q16-1026/ 2016 4 357 370 Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation Jie Zhou author Ying Cao author Xuguang Wang author Peng Li author Wei Xu author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhou-etal-2016-deep 10.1162/tacl_a_00105 https://aclanthology.org/Q16-1027/ 2016 4 371 383 A Latent Variable Model Approach to PMI-based Word Embeddings Sanjeev Arora author Yuanzhi Li author Yingyu Liang author Tengyu Ma author Andrej Risteski author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal arora-etal-2016-latent 10.1162/tacl_a_00106 https://aclanthology.org/Q16-1028/ 2016 4 385 399 Optimizing Statistical Machine Translation for Text Simplification Wei Xu author Courtney Napoles author Ellie Pavlick author Quanze Chen author Chris Callison-Burch author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal xu-etal-2016-optimizing 10.1162/tacl_a_00107 https://aclanthology.org/Q16-1029/ 2016 4 401 415 Encoding Prior Knowledge with Eigenword Embeddings Dominique Osborne author Shashi Narayan author Shay B Cohen author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal osborne-etal-2016-encoding 10.1162/tacl_a_00108 https://aclanthology.org/Q16-1030/ 2016 4 417 430 Many Languages, One Parser Waleed Ammar author George Mulcaire author Miguel Ballesteros author Chris Dyer author Noah A Smith author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal ammar-etal-2016-many 10.1162/tacl_a_00109 https://aclanthology.org/Q16-1031/ 2016 4 431 444 Easy-First Dependency Parsing with Hierarchical Tree LSTMs Eliyahu Kiperwasser author Yoav Goldberg author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kiperwasser-goldberg-2016-easy 10.1162/tacl_a_00110 https://aclanthology.org/Q16-1032/ 2016 4 445 461 Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health Tim Althoff author Kevin Clark author Jure Leskovec author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal althoff-etal-2016-large 10.1162/tacl_a_00111 https://aclanthology.org/Q16-1033/ 2016 4 463 476 Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees Ehsan Shareghi author Matthias Petri author Gholamreza Haffari author Trevor Cohn author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal shareghi-etal-2016-fast 10.1162/tacl_a_00112 https://aclanthology.org/Q16-1034/ 2016 4 477 490 The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages Dingquan Wang author Jason Eisner author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal wang-eisner-2016-galactic 10.1162/tacl_a_00113 https://aclanthology.org/Q16-1035/ 2016 4 491 505 Minimally Supervised Number Normalization Kyle Gorman author Richard Sproat author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal gorman-sproat-2016-minimally 10.1162/tacl_a_00114 https://aclanthology.org/Q16-1036/ 2016 4 507 519 Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen author Emmanuel Dupoux author Yoav Goldberg author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal linzen-etal-2016-assessing 10.1162/tacl_a_00115 https://aclanthology.org/Q16-1037/ 2016 4 521 535 Understanding Satirical Articles Using Common-Sense Dan Goldwasser author Xiao Zhang author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal goldwasser-zhang-2016-understanding 10.1162/tacl_a_00116 https://aclanthology.org/Q16-1038/ 2016 4 537 549 Utilizing Temporal Information for Taxonomy Construction Luu Anh Tuan author Siu Cheung Hui author See Kiong Ng author 2016 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal tuan-etal-2016-utilizing 10.1162/tacl_a_00117 https://aclanthology.org/Q16-1039/ 2016 4 551 564