Vol 7 (2019)

Table of Contents

Grammar Error Correction in Morphologically-Rich Languages: The Case of Russian
Alla Rozovskaya, Dan Roth
Article at MIT Press (presented at NAACL 2019)
1-17
Semantic Neural Machine Translation using AMR
Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su
Article at MIT Press (presented at ACL 2019)
19-31
Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew
Amir More, Amit Seker, Victoria Basmova, Reut Tsarfaty
Article at MIT Press (presented at ACL 2019)
33-48
Analysis Methods in Neural Language Processing: A Survey
Yonatan Belinkov, James Glass
Article at MIT Press (presented at NAACL 2019)
49-72
Unlexicalized Transition-based Discontinuous Constituency Parsing
Maximin Coavoux, Benoît Crabbé, Shay B. Cohen
Article at MIT Press
73-89
Synchronous Bidirectional Neural Machine Translation
Long Zhou, Jiajun Zhang, Chengqing Zong
Article at MIT Press (presented at ACL 2019)
91-105
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach
Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra
Article at MIT Press (presented at ACL 2019)
107-120
Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications
Rumen Dangovski, Li Jing, Preslav Nakov, Mico Tatalovic, Marin Soljacic
Article at MIT Press (presented at NAACL 2019)
121-138
GILE: A Generalized Input-Label Embedding for Text Classification
Nikolaos Pappas, James Henderson
Article at MIT Press (presented at ACL 2019)
139-155
Autosegmental Input Strictly Local functions
Jane Chandlee, Adam Jardine
Article at MIT Press
157-168
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification
Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser
Article at MIT Press (presented at ACL 2019)
169-184
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs
Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti
Article at MIT Press (presented at ACL 2019)
185-200
Categorical Metadata Representation for Customized Text Classification
Jihyeok Kim, Reinald Kim Amplayo, Kyungjae Lee, Sua Sung, Minji Seo, Seung-won Hwang
Article at MIT Press (presented at ACL 2019)
201-215
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension
Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Yejin Choi, Claire Cardie
Article at MIT Press (presented at NAACL 2019)
217-231
Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss
Laura Jehl, Carolin Lawrence, Stefan Riezler
Article at MIT Press (presented at ACL 2019)
233-248
CoQA: A Conversational Question Answering Challenge
Siva Reddy, Danqi Chen, Christopher D. Manning
(presented at NAACL 2019) Article at MIT Press
249-266
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael Lyu, Irwin King
Article at MIT Press (presented at ACL 2019)
267-281
Calculating the Optimal Step in Shift-Reduce Dependency Parsing: From Cubic to Linear Time
Mark-Jan Nederhof
Article at MIT Press
283-296
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
Zhijiang Guo, Yan Zhang, Zhiyang Teng, Wei Lu
Article at MIT Press (presented at ACL 2019)
297-312
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel
Article at MIT Press (presented at ACL 2019)
313–325
On the Complexity and Typology of Inflectional Morphological Systems
Ryan D Cotterell, Christo Kirov, Mans Hulden, Jason Eisner
Article at MIT Press (Presented at ACL 2018)
327–342
Syntax-aware Semantic Role Labeling without Parsing
Rui Cai, Mirella Lapata
Article at MIT Press (presented at ACL 2019)
343–356
A Generative Model for Punctuation in Dependency Trees
Xiang Li, Dingquan Wang, Jason Eisner
Article at MIT Press
357-373
Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use
Janarthanan Rajendran, Jatin Ganhotra, Lazaros C Polymenakos
Article at MIT Press (presented at ACL 2019)
375-386
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples
Eric Wallace, Pedro Rodriguez, Shi Feng, Ikuya Yamada, Jordan Boyd-Graber
Article at MIT Press (presented at ACL 2019)
387-401
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition
Vered Shwartz, Ido Dagan
Article at MIT Press
403-419
Multiattentive Hierarchical Recurrent Neural Network Architecture for Multilingual Readability Assessment
Ion Madrazo Azpiazu, Maria Soledad Pera
Article at MIT Press
421-436
No Word is an Island - a Transformation Weighting Model for Semantic Composition
Corina Dima, Daniël de Kok, Neele Witte, Erhard Hinrichs
Article at MIT Press (presented at ACL 2019)
437-451
Natural Questions: a Benchmark for Question Answering Research
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov
Article at MIT Press (presented at ACL 2019)
452-466
Tabula nearly rasa: Probing the linguistic knowledge of character-level neural language models trained on unsegmented text
Michael Hahn, Marco Baroni
Article at MIT Press
467-484
Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems
Suman Banerjee, Mitesh M Khapra
Article at MIT Press
485-500
Decomposing Generalization: Models of Generic, Habitual and Episodic Statements
Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White
Article at MIT Press
501-517
Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution
Yanai Elazar, Yoav Goldberg
Article at MIT Press
519-535
Measuring Online Debaters’ Persuasive Skill from Text over Time
Kelvin Luu, Chenhao Tan, Noah Smith
Article at MIT Press
537-550
Enabling Robust Grammatical Error Correction in New Domains: Datasets, Metrics, and Analyses
Courtney Napoles, Maria Nadejde, Joel Tetreault
Article at MIT Press
551-566
Morphological Analysis Using a Sequence Decoder
Ekin Akyürek, Erenay Dayanık, Deniz Yuret
Article at MIT Press
567-579
Weakly Supervised Domain Detection
Yumo Xu, Mirella Lapata
Article at MIT Press
581-596
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
Mikel Artetxe, Holger Schwenk
Article at MIT Press
597-610
Efficient Contextual Representation Learning With Continuous Outputs
Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang
Article at MIT Press
611-624
Neural Network Acceptability Judgments
Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
Remote Article at MIT Press
625-641
Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing
Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart
Article at MIT Press
643-659
Insertion-based Decoding with Automatically Inferred Generation Order
Jiatao Gu, Qi Liu, Kyunghyun Cho
Article at MIT Press
661-676
Inherent Disagreements in Human Textual Inferences
Ellie Pavlick, Tom Kwiatkowski
Article at MIT Press
677-694
Deep Contextualized Self-training for Low Resource Dependency Parsing
Guy Rotman, Roi Reichart
Article at MIT Press
695-713
Paraphrase-Sense-Tagged Sentences
Anne Cocos, Chris Callison-Burch
Article at MIT Press
714-728