Transactions of the Association for Computational Linguistics, Volume 6

Transactions of the Association for Computational Linguistics, Volume 6 Lillian Lee editor Mark Johnson editor Kristina Toutanova editor Brian Roark editor monographic 2018 MIT Press Cambridge, MA text book tacl-2018-transactions https://aclanthology.org/Q18-1000/ Whodunnit? Crime Drama as a Case for Natural Language Understanding Lea Frermann author Shay B Cohen author Mirella Lapata author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal frermann-etal-2018-whodunnit 10.1162/tacl_a_00001 https://aclanthology.org/Q18-1001/ 2018 6 1 15 Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis Stefanos Angelidis author Mirella Lapata author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal angelidis-lapata-2018-multiple 10.1162/tacl_a_00002 https://aclanthology.org/Q18-1002/ 2018 6 17 31 Joint Semantic Synthesis and Morphological Analysis of the Derived Word Ryan Cotterell author Hinrich Schütze author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal cotterell-schutze-2018-joint 10.1162/tacl_a_00003 https://aclanthology.org/Q18-1003/ 2018 6 33 48 Representation Learning for Grounded Spatial Reasoning Michael Janner author Karthik Narasimhan author Regina Barzilay author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal janner-etal-2018-representation 10.1162/tacl_a_00004 https://aclanthology.org/Q18-1004/ 2018 6 49 61 Learning Structured Text Representations Yang Liu author Mirella Lapata author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal liu-lapata-2018-learning 10.1162/tacl_a_00005 https://aclanthology.org/Q18-1005/ 2018 6 63 75 Event Time Extraction with a Decision Tree of Neural Classifiers Nils Reimers author Nazanin Dehghani author Iryna Gurevych author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal reimers-etal-2018-event 10.1162/tacl_a_00006 https://aclanthology.org/Q18-1006/ 2018 6 77 89 Towards Evaluating Narrative Quality In Student Writing Swapna Somasundaran author Michael Flor author Martin Chodorow author Hillary Molloy author Binod Gyawali author Laura McCulla author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal somasundaran-etal-2018-towards 10.1162/tacl_a_00007 https://aclanthology.org/Q18-1007/ 2018 6 91 106 Evaluating the Stability of Embedding-based Word Similarities Maria Antoniak author David Mimno author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal antoniak-mimno-2018-evaluating 10.1162/tacl_a_00008 https://aclanthology.org/Q18-1008/ 2018 6 107 119 Conversation Modeling on Reddit Using a Graph-Structured LSTM Victoria Zayats author Mari Ostendorf author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zayats-ostendorf-2018-conversation 10.1162/tacl_a_00009 https://aclanthology.org/Q18-1009/ 2018 6 121 132 Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision Guillem Collell author Marie-Francine Moens author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal collell-moens-2018-learning 10.1162/tacl_a_00010 https://aclanthology.org/Q18-1010/ 2018 6 133 144 Modeling Past and Future for Neural Machine Translation Zaixiang Zheng author Hao Zhou author Shujian Huang author Lili Mou author Xinyu Dai author Jiajun Chen author Zhaopeng Tu author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zheng-etal-2018-modeling 10.1162/tacl_a_00011 https://aclanthology.org/Q18-1011/ 2018 6 145 157 Mapping to Declarative Knowledge for Word Problem Solving Subhro Roy author Dan Roth author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal roy-roth-2018-mapping 10.1162/tacl_a_00012 https://aclanthology.org/Q18-1012/ 2018 6 159 172 Video Captioning with Multi-Faceted Attention Xiang Long author Chuang Gan author Gerard de Melo author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal long-etal-2018-video 10.1162/tacl_a_00013 https://aclanthology.org/Q18-1013/ 2018 6 173 184 Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings Hanan Aldarmaki author Mahesh Mohan author Mona Diab author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal aldarmaki-etal-2018-unsupervised 10.1162/tacl_a_00014 https://aclanthology.org/Q18-1014/ 2018 6 185 196 Knowledge Completion for Generics using Guided Tensor Factorization Hanie Sedghi author Ashish Sabharwal author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sedghi-sabharwal-2018-knowledge 10.1162/tacl_a_00015 https://aclanthology.org/Q18-1015/ 2018 6 197 210 Unsupervised Grammar Induction with Depth-bounded PCFG Lifeng Jin author Finale Doshi-Velez author Timothy Miller author William Schuler author Lane Schwartz author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal jin-etal-2018-unsupervised 10.1162/tacl_a_00016 https://aclanthology.org/Q18-1016/ 2018 6 211 224 Scheduled Multi-Task Learning: From Syntax to Translation Eliyahu Kiperwasser author Miguel Ballesteros author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kiperwasser-ballesteros-2018-scheduled 10.1162/tacl_a_00017 https://aclanthology.org/Q18-1017/ 2018 6 225 240 Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results Matt Crane author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal crane-2018-questionable 10.1162/tacl_a_00018 https://aclanthology.org/Q18-1018/ 2018 6 241 252 Do latent tree learning models identify meaningful structure in sentences? Adina Williams author Andrew Drozdov author Samuel R Bowman author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal williams-etal-2018-latent 10.1162/tacl_a_00019 https://aclanthology.org/Q18-1019/ 2018 6 253 267 Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora Andrius Mudinas author Dell Zhang author Mark Levene author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal mudinas-etal-2018-bootstrap 10.1162/tacl_a_00020 https://aclanthology.org/Q18-1020/ 2018 6 269 285 Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl author Pontus Stenetorp author Sebastian Riedel author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal welbl-etal-2018-constructing 10.1162/tacl_a_00021 https://aclanthology.org/Q18-1021/ 2018 6 287 302 Leveraging Orthographic Similarity for Multilingual Neural Transliteration Anoop Kunchukuttan author Mitesh Khapra author Gurneet Singh author Pushpak Bhattacharyya author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kunchukuttan-etal-2018-leveraging 10.1162/tacl_a_00022 https://aclanthology.org/Q18-1022/ 2018 6 303 316 The NarrativeQA Reading Comprehension Challenge Tomáš Kočiský author Jonathan Schwarz author Phil Blunsom author Chris Dyer author Karl Moritz Hermann author Gábor Melis author Edward Grefenstette author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kocisky-etal-2018-narrativeqa 10.1162/tacl_a_00023 https://aclanthology.org/Q18-1023/ 2018 6 317 328 Native Language Cognate Effects on Second Language Lexical Choice Ella Rabinovich author Yulia Tsvetkov author Shuly Wintner author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal rabinovich-etal-2018-native 10.1162/tacl_a_00024 https://aclanthology.org/Q18-1024/ 2018 6 329 342 From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations Egoitz Laparra author Dongfang Xu author Steven Bethard author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal laparra-etal-2018-characters 10.1162/tacl_a_00025 https://aclanthology.org/Q18-1025/ 2018 6 343 356 Finding Convincing Arguments Using Scalable Bayesian Preference Learning Edwin Simpson author Iryna Gurevych author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal simpson-gurevych-2018-finding 10.1162/tacl_a_00026 https://aclanthology.org/Q18-1026/ 2018 6 357 371 Polite Dialogue Generation Without Parallel Data Tong Niu author Mohit Bansal author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal niu-bansal-2018-polite 10.1162/tacl_a_00027 https://aclanthology.org/Q18-1027/ 2018 6 373 389 Measuring the Evolution of a Scientific Field through Citation Frames David Jurgens author Srijan Kumar author Raine Hoover author Dan McFarland author Dan Jurafsky author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal jurgens-etal-2018-measuring 10.1162/tacl_a_00028 https://aclanthology.org/Q18-1028/ 2018 6 391 406 Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu author Yang Liu author Shuming Shi author Tong Zhang author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal tu-etal-2018-learning 10.1162/tacl_a_00029 https://aclanthology.org/Q18-1029/ 2018 6 407 420 Universal Word Segmentation: Implementation and Interpretation Yan Shao author Christian Hardmeier author Joakim Nivre author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal shao-etal-2018-universal 10.1162/tacl_a_00033 https://aclanthology.org/Q18-1030/ 2018 6 421 435 Generating Sentences by Editing Prototypes Kelvin Guu author Tatsunori B Hashimoto author Yonatan Oren author Percy Liang author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal guu-etal-2018-generating 10.1162/tacl_a_00030 https://aclanthology.org/Q18-1031/ 2018 6 437 450 Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction Daniela Gerz author Ivan Vulić author Edoardo Ponti author Jason Naradowsky author Roi Reichart author Anna Korhonen author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal gerz-etal-2018-language 10.1162/tacl_a_00032 https://aclanthology.org/Q18-1032/ 2018 6 451 465 Detecting Institutional Dialog Acts in Police Traffic Stops Vinodkumar Prabhakaran author Camilla Griffiths author Hang Su author Prateek Verma author Nelson Morgan author Jennifer L Eberhardt author Dan Jurafsky author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal prabhakaran-etal-2018-detecting 10.1162/tacl_a_00031 https://aclanthology.org/Q18-1033/ 2018 6 467 481 Linear Algebraic Structure of Word Senses, with Applications to Polysemy Sanjeev Arora author Yuanzhi Li author Yingyu Liang author Tengyu Ma author Andrej Risteski author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal arora-etal-2018-linear 10.1162/tacl_a_00034 https://aclanthology.org/Q18-1034/ 2018 6 483 495 Low-Rank RNN Adaptation for Context-Aware Language Modeling Aaron Jaech author Mari Ostendorf author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal jaech-ostendorf-2018-low 10.1162/tacl_a_00035 https://aclanthology.org/Q18-1035/ 2018 6 497 510 Neural Lattice Language Models Jacob Buckman author Graham Neubig author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal buckman-neubig-2018-neural 10.1162/tacl_a_00036 https://aclanthology.org/Q18-1036/ 2018 6 529 541 Planning, Inference and Pragmatics in Sequential Language Games Fereshte Khani author Noah D Goodman author Percy Liang author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal khani-etal-2018-planning 10.1162/tacl_a_00037 https://aclanthology.org/Q18-1037/ 2018 6 543 555 Probabilistic Verb Selection for Data-to-Text Generation Dell Zhang author Jiahao Yuan author Xiaoling Wang author Adam Foster author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhang-etal-2018-probabilistic 10.1162/tacl_a_00038 https://aclanthology.org/Q18-1038/ 2018 6 511 527 Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen author Yu Sun author Ben Athiwaratkun author Claire Cardie author Kilian Weinberger author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal chen-etal-2018-adversarial 10.1162/tacl_a_00039 https://aclanthology.org/Q18-1039/ 2018 6 557 570 Comparing Bayesian Models of Annotation Silviu Paun author Bob Carpenter author Jon Chamberlain author Dirk Hovy author Udo Kruschwitz author Massimo Poesio author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal paun-etal-2018-comparing 10.1162/tacl_a_00040 https://aclanthology.org/Q18-1040/ 2018 6 571 585 Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science Emily M Bender author Batya Friedman author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal bender-friedman-2018-data 10.1162/tacl_a_00041 https://aclanthology.org/Q18-1041/ 2018 6 587 604 Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns Kellie Webster author Marta Recasens author Vera Axelrod author Jason Baldridge author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal webster-etal-2018-mind 10.1162/tacl_a_00240 https://aclanthology.org/Q18-1042/ 2018 6 605 617 Exploring Neural Methods for Parsing Discourse Representation Structures Rik van Noord author Lasha Abzianidze author Antonio Toral author Johan Bos author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal van-noord-etal-2018-exploring 10.1162/tacl_a_00241 https://aclanthology.org/Q18-1043/ 2018 6 619 633 Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation Xiao Pu author Nikolaos Pappas author James Henderson author Andrei Popescu-Belis author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal pu-etal-2018-integrating 10.1162/tacl_a_00242 https://aclanthology.org/Q18-1044/ 2018 6 635 649 Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate Christo Kirov author Ryan Cotterell author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal kirov-cotterell-2018-recurrent 10.1162/tacl_a_00247 https://aclanthology.org/Q18-1045/ 2018 6 651 665 Surface Statistics of an Unknown Language Indicate How to Parse It Dingquan Wang author Jason Eisner author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal wang-eisner-2018-surface 10.1162/tacl_a_00248 https://aclanthology.org/Q18-1046/ 2018 6 667 685 Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin author Hinrich Schütze author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal yin-schutze-2018-attentive 10.1162/tacl_a_00249 https://aclanthology.org/Q18-1047/ 2018 6 687 702 Learning Typed Entailment Graphs with Global Soft Constraints Mohammad Javad Hosseini author Nathanael Chambers author Siva Reddy author Xavier R Holt author Shay B Cohen author Mark Johnson author Mark Steedman author 2018 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hosseini-etal-2018-learning 10.1162/tacl_a_00250 https://aclanthology.org/Q18-1048/ 2018 6 703 717