Volume 7

Table of contents

1. Grammar Error Correction in Morphologically-Rich Languages: The Case of Russian

   Alla Rozovskaya, Dan Roth

   Article at MIT Press (presented at NAACL 2019)

2. Semantic Neural Machine Translation using AMR

   Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su

   Article at MIT Press (presented at ACL 2019)

3. 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)

4. Analysis Methods in Neural Language Processing: A Survey

   Yonatan Belinkov, James Glass

   Article at MIT Press (presented at NAACL 2019)

5. Unlexicalized Transition-based Discontinuous Constituency Parsing

   Maximin Coavoux, Benoît Crabbé, Shay B. Cohen

   Article at MIT Press

6. Synchronous Bidirectional Neural Machine Translation

   Long Zhou, Jiajun Zhang, Chengqing Zong

   Article at MIT Press (presented at ACL 2019)

7. 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)

8. 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)

9. GILE: A Generalized Input-Label Embedding for Text Classification

   Nikolaos Pappas, James Henderson

   Article at MIT Press (presented at ACL 2019)

10. Autosegmental Input Strictly Local functions

    Jane Chandlee, Adam Jardine

    Article at MIT Press

11. 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)

12. 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)

13. 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)

14. 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)

15. 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)

16. CoQA: A Conversational Question Answering Challenge

    Siva Reddy, Danqi Chen, Christopher D. Manning

    Article at MIT Press (presented at NAACL 2019)

17. 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)

18. Calculating the Optimal Step in Shift-Reduce Dependency Parsing: From Cubic to Linear Time

    Mark-Jan Nederhof

    Article at MIT Press

19. 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)

20. 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)

21. 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)

22. Syntax-aware Semantic Role Labeling without Parsing

    Rui Cai, Mirella Lapata

    Article at MIT Press (presented at ACL 2019)

23. A Generative Model for Punctuation in Dependency Trees

    Xiang Li, Dingquan Wang, Jason Eisner

    Article at MIT Press (Presented at EMNLP 2019)

24. 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)

25. 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)

26. Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition

    Vered Shwartz, Ido Dagan

    Article at MIT Press (Presented at EMNLP 2019)

27. Multiattentive Hierarchical Recurrent Neural Network Architecture for Multilingual Readability Assessment

    Ion Madrazo Azpiazu, Maria Soledad Pera

    Article at MIT Press

28. 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)

29. 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)

30. 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 (presented at ACL 2020)

31. Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems

    Suman Banerjee, Mitesh M Khapra

    Article at MIT Press (Presented at EMNLP 2019)

32. Decomposing Generalization: Models of Generic, Habitual and Episodic Statements

    Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White

    (presented at ACL 2020) Article at MIT Press

33. Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution

    Yanai Elazar, Yoav Goldberg

    Article at MIT Press (Presented at EMNLP 2019)

34. Measuring Online Debaters’ Persuasive Skill from Text over Time

    Kelvin Luu, Chenhao Tan, Noah Smith

    Article at MIT Press (Presented at EMNLP 2019)

35. Enabling Robust Grammatical Error Correction in New Domains: Datasets, Metrics, and Analyses

    Courtney Napoles, Maria Nadejde, Joel Tetreault

    Article at MIT Press (Presented at EMNLP 2019)

36. Morphological Analysis Using a Sequence Decoder

    Ekin Akyürek, Erenay Dayanık, Deniz Yuret

    Article at MIT Press (Presented at EMNLP 2019)

37. Weakly Supervised Domain Detection

    Yumo Xu, Mirella Lapata

    Article at MIT Press (Presented at EMNLP 2019)

38. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond

    Mikel Artetxe, Holger Schwenk

    Article at MIT Press (Presented at EMNLP 2019)

39. Efficient Contextual Representation Learning With Continuous Outputs

    Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang

    (presented at ACL 2020) Article at MIT Press

40. Neural Network Acceptability Judgments

    Alex Warstadt, Amanpreet Singh, Samuel R. Bowman

    (Presented at EMNLP 2019) Article at MIT Press

41. Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing

    Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart

    (presented at ACL 2020) Article at MIT Press

42. Insertion-based Decoding with Automatically Inferred Generation Order

    Jiatao Gu, Qi Liu, Kyunghyun Cho

    Article at MIT Press (Presented at EMNLP 2019)

43. Inherent Disagreements in Human Textual Inferences

    Ellie Pavlick, Tom Kwiatkowski

    (presented at ACL 2020) Article at MIT Press

44. Deep Contextualized Self-training for Low Resource Dependency Parsing

    Guy Rotman, Roi Reichart

    (presented at ACL 2020) Article at MIT Press

45. Paraphrase-Sense-Tagged Sentences

    Anne Cocos, Chris Callison-Burch

    (presented at ACL 2020) Article at MIT Press