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Transactions of the Association of Computational Linguistics – Volume 5, Issue 1

Q17-1001: Alison Smith; Tak Yeon Lee; Forough Poursabzi-Sangdeh; Jordan Boyd-Graber; Niklas Elmqvist; Leah Findlater
Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels

Q17-1002: Andrew J. Anderson; Douwe Kiela; Stephen Clark; Massimo Poesio
Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns

Q17-1003: Ashutosh Modi; Ivan Titov; Vera Demberg; Asad Sayeed; Manfred Pinkal
Modelling Semantic Expectation: Using Script Knowledge for Referent Prediction

Q17-1004: Jiangming Liu; Yue Zhang
Shift-Reduce Constituent Parsing with Neural Lookahead Features

Q17-1005 [presentation]: Yin-Wen Chang; Michael Collins
A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit

Q17-1006: Richard Futrell; Adam Albright; Peter Graff; Timothy J. O'Donnell
A Generative Model of Phonotactics

Q17-1007: Zhaopeng Tu; Yang Liu; Zhengdong Lu; Xiaohua Liu; Hang Li
Context Gates for Neural Machine Translation

Q17-1008: Nanyun Peng; Hoifung Poon; Chris Quirk; Kristina Toutanova; Wen-tau Yih
Cross-Sentence N-ary Relation Extraction with Graph LSTMs

Q17-1009: Jesse Dunietz; Lori Levin; Jaime Carbonell
Automatically Tagging Constructions of Causation and Their Slot-Fillers

Q17-1010: Piotr Bojanowski; Edouard Grave; Armand Joulin; Tomas Mikolov
Enriching Word Vectors with Subword Information

Q17-1011: Dingquan Wang; Jason Eisner
Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning

Q17-1012: Zhiyang Teng; Yue Zhang
Head-Lexicalized Bidirectional Tree LSTMs

Q17-1013: Ryo Fujii; Ryo Domoto; Daichi Mochihashi
Nonparametric Bayesian Semi-supervised Word Segmentation

Q17-1014 [bib]: Jooyeon Kim; Dongwoo Kim; Alice Oh
Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora

Q17-1015 [bib]: André F.T. Martins; Marcin Junczys-Dowmunt; Fabio N. Kepler; Ramón Astudillo; Chris Hokamp; Roman Grundkiewicz
Pushing the Limits of Translation Quality Estimation

Q17-1016 [bib]: Lu Wang; Nick Beauchamp; Sarah Shugars; Kechen Qin
Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes

Q17-1017 [bib]: Bhavana Dalvi Mishra; Niket Tandon; Peter Clark
Domain-Targeted, High Precision Knowledge Extraction

Q17-1018 [bib]: Gábor Berend
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling

Q17-1019 [bib]: Tim Vieira; Jason Eisner
Learning to Prune: Exploring the Frontier of Fast and Accurate Parsing

Q17-1020 [bib]: Mohammad Sadegh Rasooli; Michael Collins
Cross-Lingual Syntactic Transfer with Limited Resources

Q17-1021 [bib]: Yi Yang; Jacob Eisenstein
Overcoming Language Variation in Sentiment Analysis with Social Attention

Q17-1022 [bib]: Nikola Mrkšić; Ivan Vulić; Diarmuid Ó Séaghdha; Ira Leviant; Roi Reichart; Milica Gašić; Anna Korhonen; Steve Young
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

Q17-1023 [bib]: Will Monroe; Robert X. D. Hawkins; Noah D. Goodman; Christopher Potts
Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding

Q17-1024 [bib]: Melvin Johnson; Mike Schuster; Quoc V. Le; Maxim Krikun; Yonghui Wu; Zhifeng Chen; Nikhil Thorat; Fernanda Viégas; Martin Wattenberg; Greg Corrado; Macduff Hughes; Jeffrey Dean
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation