%0 Conference Proceedings %T Transactions of the Association for Computational Linguistics, Volume 6 %E Lee, Lillian %E Johnson, Mark %E Toutanova, Kristina %E Roark, Brian %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F tacl-2018-transactions %U https://aclanthology.org/Q18-1000 %0 Journal Article %T Whodunnit? Crime Drama as a Case for Natural Language Understanding %A Frermann, Lea %A Cohen, Shay B. %A Lapata, Mirella %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F frermann-etal-2018-whodunnit %R 10.1162/tacl_a_00001 %U https://aclanthology.org/Q18-1001 %U https://doi.org/10.1162/tacl_a_00001 %P 1-15 %0 Journal Article %T Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis %A Angelidis, Stefanos %A Lapata, Mirella %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F angelidis-lapata-2018-multiple %R 10.1162/tacl_a_00002 %U https://aclanthology.org/Q18-1002 %U https://doi.org/10.1162/tacl_a_00002 %P 17-31 %0 Journal Article %T Joint Semantic Synthesis and Morphological Analysis of the Derived Word %A Cotterell, Ryan %A Schütze, Hinrich %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F cotterell-schutze-2018-joint %R 10.1162/tacl_a_00003 %U https://aclanthology.org/Q18-1003 %U https://doi.org/10.1162/tacl_a_00003 %P 33-48 %0 Journal Article %T Representation Learning for Grounded Spatial Reasoning %A Janner, Michael %A Narasimhan, Karthik %A Barzilay, Regina %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F janner-etal-2018-representation %R 10.1162/tacl_a_00004 %U https://aclanthology.org/Q18-1004 %U https://doi.org/10.1162/tacl_a_00004 %P 49-61 %0 Journal Article %T Learning Structured Text Representations %A Liu, Yang %A Lapata, Mirella %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F liu-lapata-2018-learning %R 10.1162/tacl_a_00005 %U https://aclanthology.org/Q18-1005 %U https://doi.org/10.1162/tacl_a_00005 %P 63-75 %0 Journal Article %T Event Time Extraction with a Decision Tree of Neural Classifiers %A Reimers, Nils %A Dehghani, Nazanin %A Gurevych, Iryna %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F reimers-etal-2018-event %R 10.1162/tacl_a_00006 %U https://aclanthology.org/Q18-1006 %U https://doi.org/10.1162/tacl_a_00006 %P 77-89 %0 Journal Article %T Towards Evaluating Narrative Quality In Student Writing %A Somasundaran, Swapna %A Flor, Michael %A Chodorow, Martin %A Molloy, Hillary %A Gyawali, Binod %A McCulla, Laura %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F somasundaran-etal-2018-towards %R 10.1162/tacl_a_00007 %U https://aclanthology.org/Q18-1007 %U https://doi.org/10.1162/tacl_a_00007 %P 91-106 %0 Journal Article %T Evaluating the Stability of Embedding-based Word Similarities %A Antoniak, Maria %A Mimno, David %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F antoniak-mimno-2018-evaluating %R 10.1162/tacl_a_00008 %U https://aclanthology.org/Q18-1008 %U https://doi.org/10.1162/tacl_a_00008 %P 107-119 %0 Journal Article %T Conversation Modeling on Reddit Using a Graph-Structured LSTM %A Zayats, Victoria %A Ostendorf, Mari %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F zayats-ostendorf-2018-conversation %R 10.1162/tacl_a_00009 %U https://aclanthology.org/Q18-1009 %U https://doi.org/10.1162/tacl_a_00009 %P 121-132 %0 Journal Article %T Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision %A Collell, Guillem %A Moens, Marie-Francine %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F collell-moens-2018-learning %R 10.1162/tacl_a_00010 %U https://aclanthology.org/Q18-1010 %U https://doi.org/10.1162/tacl_a_00010 %P 133-144 %0 Journal Article %T Modeling Past and Future for Neural Machine Translation %A Zheng, Zaixiang %A Zhou, Hao %A Huang, Shujian %A Mou, Lili %A Dai, Xinyu %A Chen, Jiajun %A Tu, Zhaopeng %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F zheng-etal-2018-modeling %R 10.1162/tacl_a_00011 %U https://aclanthology.org/Q18-1011 %U https://doi.org/10.1162/tacl_a_00011 %P 145-157 %0 Journal Article %T Mapping to Declarative Knowledge for Word Problem Solving %A Roy, Subhro %A Roth, Dan %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F roy-roth-2018-mapping %R 10.1162/tacl_a_00012 %U https://aclanthology.org/Q18-1012 %U https://doi.org/10.1162/tacl_a_00012 %P 159-172 %0 Journal Article %T Video Captioning with Multi-Faceted Attention %A Long, Xiang %A Gan, Chuang %A de Melo, Gerard %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F long-etal-2018-video %R 10.1162/tacl_a_00013 %U https://aclanthology.org/Q18-1013 %U https://doi.org/10.1162/tacl_a_00013 %P 173-184 %0 Journal Article %T Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings %A Aldarmaki, Hanan %A Mohan, Mahesh %A Diab, Mona %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F aldarmaki-etal-2018-unsupervised %R 10.1162/tacl_a_00014 %U https://aclanthology.org/Q18-1014 %U https://doi.org/10.1162/tacl_a_00014 %P 185-196 %0 Journal Article %T Knowledge Completion for Generics using Guided Tensor Factorization %A Sedghi, Hanie %A Sabharwal, Ashish %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F sedghi-sabharwal-2018-knowledge %R 10.1162/tacl_a_00015 %U https://aclanthology.org/Q18-1015 %U https://doi.org/10.1162/tacl_a_00015 %P 197-210 %0 Journal Article %T Unsupervised Grammar Induction with Depth-bounded PCFG %A Jin, Lifeng %A Doshi-Velez, Finale %A Miller, Timothy %A Schuler, William %A Schwartz, Lane %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F jin-etal-2018-unsupervised %R 10.1162/tacl_a_00016 %U https://aclanthology.org/Q18-1016 %U https://doi.org/10.1162/tacl_a_00016 %P 211-224 %0 Journal Article %T Scheduled Multi-Task Learning: From Syntax to Translation %A Kiperwasser, Eliyahu %A Ballesteros, Miguel %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F kiperwasser-ballesteros-2018-scheduled %R 10.1162/tacl_a_00017 %U https://aclanthology.org/Q18-1017 %U https://doi.org/10.1162/tacl_a_00017 %P 225-240 %0 Journal Article %T Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results %A Crane, Matt %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F crane-2018-questionable %R 10.1162/tacl_a_00018 %U https://aclanthology.org/Q18-1018 %U https://doi.org/10.1162/tacl_a_00018 %P 241-252 %0 Journal Article %T Do latent tree learning models identify meaningful structure in sentences? %A Williams, Adina %A Drozdov, Andrew %A Bowman, Samuel R. %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F williams-etal-2018-latent %R 10.1162/tacl_a_00019 %U https://aclanthology.org/Q18-1019 %U https://doi.org/10.1162/tacl_a_00019 %P 253-267 %0 Journal Article %T Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora %A Mudinas, Andrius %A Zhang, Dell %A Levene, Mark %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F mudinas-etal-2018-bootstrap %R 10.1162/tacl_a_00020 %U https://aclanthology.org/Q18-1020 %U https://doi.org/10.1162/tacl_a_00020 %P 269-285 %0 Journal Article %T Constructing Datasets for Multi-hop Reading Comprehension Across Documents %A Welbl, Johannes %A Stenetorp, Pontus %A Riedel, Sebastian %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F welbl-etal-2018-constructing %R 10.1162/tacl_a_00021 %U https://aclanthology.org/Q18-1021 %U https://doi.org/10.1162/tacl_a_00021 %P 287-302 %0 Journal Article %T Leveraging Orthographic Similarity for Multilingual Neural Transliteration %A Kunchukuttan, Anoop %A Khapra, Mitesh %A Singh, Gurneet %A Bhattacharyya, Pushpak %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F kunchukuttan-etal-2018-leveraging %R 10.1162/tacl_a_00022 %U https://aclanthology.org/Q18-1022 %U https://doi.org/10.1162/tacl_a_00022 %P 303-316 %0 Journal Article %T The NarrativeQA Reading Comprehension Challenge %A Kočiský, Tomáš %A Schwarz, Jonathan %A Blunsom, Phil %A Dyer, Chris %A Hermann, Karl Moritz %A Melis, Gábor %A Grefenstette, Edward %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F kocisky-etal-2018-narrativeqa %R 10.1162/tacl_a_00023 %U https://aclanthology.org/Q18-1023 %U https://doi.org/10.1162/tacl_a_00023 %P 317-328 %0 Journal Article %T Native Language Cognate Effects on Second Language Lexical Choice %A Rabinovich, Ella %A Tsvetkov, Yulia %A Wintner, Shuly %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F rabinovich-etal-2018-native %R 10.1162/tacl_a_00024 %U https://aclanthology.org/Q18-1024 %U https://doi.org/10.1162/tacl_a_00024 %P 329-342 %0 Journal Article %T From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations %A Laparra, Egoitz %A Xu, Dongfang %A Bethard, Steven %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F laparra-etal-2018-characters %R 10.1162/tacl_a_00025 %U https://aclanthology.org/Q18-1025 %U https://doi.org/10.1162/tacl_a_00025 %P 343-356 %0 Journal Article %T Finding Convincing Arguments Using Scalable Bayesian Preference Learning %A Simpson, Edwin %A Gurevych, Iryna %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F simpson-gurevych-2018-finding %R 10.1162/tacl_a_00026 %U https://aclanthology.org/Q18-1026 %U https://doi.org/10.1162/tacl_a_00026 %P 357-371 %0 Journal Article %T Polite Dialogue Generation Without Parallel Data %A Niu, Tong %A Bansal, Mohit %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F niu-bansal-2018-polite %R 10.1162/tacl_a_00027 %U https://aclanthology.org/Q18-1027 %U https://doi.org/10.1162/tacl_a_00027 %P 373-389 %0 Journal Article %T Measuring the Evolution of a Scientific Field through Citation Frames %A Jurgens, David %A Kumar, Srijan %A Hoover, Raine %A McFarland, Dan %A Jurafsky, Dan %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F jurgens-etal-2018-measuring %R 10.1162/tacl_a_00028 %U https://aclanthology.org/Q18-1028 %U https://doi.org/10.1162/tacl_a_00028 %P 391-406 %0 Journal Article %T Learning to Remember Translation History with a Continuous Cache %A Tu, Zhaopeng %A Liu, Yang %A Shi, Shuming %A Zhang, Tong %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F tu-etal-2018-learning %R 10.1162/tacl_a_00029 %U https://aclanthology.org/Q18-1029 %U https://doi.org/10.1162/tacl_a_00029 %P 407-420 %0 Journal Article %T Universal Word Segmentation: Implementation and Interpretation %A Shao, Yan %A Hardmeier, Christian %A Nivre, Joakim %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F shao-etal-2018-universal %R 10.1162/tacl_a_00033 %U https://aclanthology.org/Q18-1030 %U https://doi.org/10.1162/tacl_a_00033 %P 421-435 %0 Journal Article %T Generating Sentences by Editing Prototypes %A Guu, Kelvin %A Hashimoto, Tatsunori B. %A Oren, Yonatan %A Liang, Percy %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F guu-etal-2018-generating %R 10.1162/tacl_a_00030 %U https://aclanthology.org/Q18-1031 %U https://doi.org/10.1162/tacl_a_00030 %P 437-450 %0 Journal Article %T Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction %A Gerz, Daniela %A Vulić, Ivan %A Ponti, Edoardo %A Naradowsky, Jason %A Reichart, Roi %A Korhonen, Anna %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F gerz-etal-2018-language %R 10.1162/tacl_a_00032 %U https://aclanthology.org/Q18-1032 %U https://doi.org/10.1162/tacl_a_00032 %P 451-465 %0 Journal Article %T Detecting Institutional Dialog Acts in Police Traffic Stops %A Prabhakaran, Vinodkumar %A Griffiths, Camilla %A Su, Hang %A Verma, Prateek %A Morgan, Nelson %A Eberhardt, Jennifer L. %A Jurafsky, Dan %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F prabhakaran-etal-2018-detecting %R 10.1162/tacl_a_00031 %U https://aclanthology.org/Q18-1033 %U https://doi.org/10.1162/tacl_a_00031 %P 467-481 %0 Journal Article %T Linear Algebraic Structure of Word Senses, with Applications to Polysemy %A Arora, Sanjeev %A Li, Yuanzhi %A Liang, Yingyu %A Ma, Tengyu %A Risteski, Andrej %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F arora-etal-2018-linear %R 10.1162/tacl_a_00034 %U https://aclanthology.org/Q18-1034 %U https://doi.org/10.1162/tacl_a_00034 %P 483-495 %0 Journal Article %T Low-Rank RNN Adaptation for Context-Aware Language Modeling %A Jaech, Aaron %A Ostendorf, Mari %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F jaech-ostendorf-2018-low %R 10.1162/tacl_a_00035 %U https://aclanthology.org/Q18-1035 %U https://doi.org/10.1162/tacl_a_00035 %P 497-510 %0 Journal Article %T Neural Lattice Language Models %A Buckman, Jacob %A Neubig, Graham %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F buckman-neubig-2018-neural %R 10.1162/tacl_a_00036 %U https://aclanthology.org/Q18-1036 %U https://doi.org/10.1162/tacl_a_00036 %P 529-541 %0 Journal Article %T Planning, Inference and Pragmatics in Sequential Language Games %A Khani, Fereshte %A Goodman, Noah D. %A Liang, Percy %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F khani-etal-2018-planning %R 10.1162/tacl_a_00037 %U https://aclanthology.org/Q18-1037 %U https://doi.org/10.1162/tacl_a_00037 %P 543-555 %0 Journal Article %T Probabilistic Verb Selection for Data-to-Text Generation %A Zhang, Dell %A Yuan, Jiahao %A Wang, Xiaoling %A Foster, Adam %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F zhang-etal-2018-probabilistic %R 10.1162/tacl_a_00038 %U https://aclanthology.org/Q18-1038 %U https://doi.org/10.1162/tacl_a_00038 %P 511-527 %0 Journal Article %T Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification %A Chen, Xilun %A Sun, Yu %A Athiwaratkun, Ben %A Cardie, Claire %A Weinberger, Kilian %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F chen-etal-2018-adversarial %R 10.1162/tacl_a_00039 %U https://aclanthology.org/Q18-1039 %U https://doi.org/10.1162/tacl_a_00039 %P 557-570 %0 Journal Article %T Comparing Bayesian Models of Annotation %A Paun, Silviu %A Carpenter, Bob %A Chamberlain, Jon %A Hovy, Dirk %A Kruschwitz, Udo %A Poesio, Massimo %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F paun-etal-2018-comparing %R 10.1162/tacl_a_00040 %U https://aclanthology.org/Q18-1040 %U https://doi.org/10.1162/tacl_a_00040 %P 571-585 %0 Journal Article %T Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science %A Bender, Emily M. %A Friedman, Batya %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F bender-friedman-2018-data %R 10.1162/tacl_a_00041 %U https://aclanthology.org/Q18-1041 %U https://doi.org/10.1162/tacl_a_00041 %P 587-604 %0 Journal Article %T Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns %A Webster, Kellie %A Recasens, Marta %A Axelrod, Vera %A Baldridge, Jason %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F webster-etal-2018-mind %R 10.1162/tacl_a_00240 %U https://aclanthology.org/Q18-1042 %U https://doi.org/10.1162/tacl_a_00240 %P 605-617 %0 Journal Article %T Exploring Neural Methods for Parsing Discourse Representation Structures %A van Noord, Rik %A Abzianidze, Lasha %A Toral, Antonio %A Bos, Johan %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F van-noord-etal-2018-exploring %R 10.1162/tacl_a_00241 %U https://aclanthology.org/Q18-1043 %U https://doi.org/10.1162/tacl_a_00241 %P 619-633 %0 Journal Article %T Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation %A Pu, Xiao %A Pappas, Nikolaos %A Henderson, James %A Popescu-Belis, Andrei %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F pu-etal-2018-integrating %R 10.1162/tacl_a_00242 %U https://aclanthology.org/Q18-1044 %U https://doi.org/10.1162/tacl_a_00242 %P 635-649 %0 Journal Article %T Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate %A Kirov, Christo %A Cotterell, Ryan %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F kirov-cotterell-2018-recurrent %R 10.1162/tacl_a_00247 %U https://aclanthology.org/Q18-1045 %U https://doi.org/10.1162/tacl_a_00247 %P 651-665 %0 Journal Article %T Surface Statistics of an Unknown Language Indicate How to Parse It %A Wang, Dingquan %A Eisner, Jason %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F wang-eisner-2018-surface %R 10.1162/tacl_a_00248 %U https://aclanthology.org/Q18-1046 %U https://doi.org/10.1162/tacl_a_00248 %P 667-685 %0 Journal Article %T Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms %A Yin, Wenpeng %A Schütze, Hinrich %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F yin-schutze-2018-attentive %R 10.1162/tacl_a_00249 %U https://aclanthology.org/Q18-1047 %U https://doi.org/10.1162/tacl_a_00249 %P 687-702 %0 Journal Article %T Learning Typed Entailment Graphs with Global Soft Constraints %A Hosseini, Mohammad Javad %A Chambers, Nathanael %A Reddy, Siva %A Holt, Xavier R. %A Cohen, Shay B. %A Johnson, Mark %A Steedman, Mark %J Transactions of the Association for Computational Linguistics %D 2018 %V 6 %I MIT Press %C Cambridge, MA %F hosseini-etal-2018-learning %R 10.1162/tacl_a_00250 %U https://aclanthology.org/Q18-1048 %U https://doi.org/10.1162/tacl_a_00250 %P 703-717