📰 TACL 2019: all accepted papers

45 papers · the most cited first · ← TACL 2019

1. A Generative Model for Punctuation in Dependency Trees ↗Xiang Lisa Li, Dingquan Wang, Jason Eisner
2. Analysis Methods in Neural Language Processing: A SurveyYonatan Belinkov, James Glassour summary
3. Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation ↗Matthias Sperber, Graham Neubig, Jan Niehues et al.
4. Autosegmental Input Strictly Local Functions ↗Jane Chandlee, Adam Jardine
5. Calculating the Optimal Step in Shift-Reduce Dependency Parsing: From Cubic to Linear Time ↗Mark-Jan Nederhof
6. Categorical Metadata Representation for Customized Text Classification ↗Jihyeok Kim, Reinald Kim Amplayo, Kyungjae Lee et al.
7. CoQA: A Conversational Question Answering ChallengeSiva Reddy, Danqi Chen, Christopher D. Manningour summary
8. Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs ↗Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha et al.
9. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen et al.our summary
10. Decomposing Generalization: Models of Generic, Habitual, and Episodic Statements ↗Venkata Govindarajan, Benjamin Van Durme, Aaron Steven White
11. Deep Contextualized Self-training for Low Resource Dependency Parsing ↗Guy Rotman, Roi Reichart
12. Densely Connected Graph Convolutional Networks for Graph-to-Sequence LearningZhijiang Guo, Yan Zhang, Zhiyang Teng et al.our summary
13. Efficient Contextual Representation Learning With Continuous Outputs ↗Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh et al.
14. Enabling Robust Grammatical Error Correction in New Domains: Data Sets, Metrics, and Analyses ↗Courtney Napoles, Maria Nădejde, Joel Tetreault
15. GILE: A Generalized Input-Label Embedding for Text Classification ↗Nikolaos Pappas, James Henderson
16. Grammar Error Correction in Morphologically Rich Languages: The Case of RussianAlla Rozovskaya, Dan Rothour summary
17. Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems ↗Suman Banerjee, Mitesh M. Khapra
18. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowskiour summary
19. Insertion-based Decoding with Automatically Inferred Generation Order ↗Jiatao Gu, Qi Liu, Kyunghyun Cho
20. Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern HebrewAmir More, Amit Seker, Victoria Basmova et al.our summary
21. Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use ↗Janarthanan Rajendran, Jatin Ganhotra, Lazaros C. Polymenakos
22. Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach ↗Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan et al.
23. Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss ↗Laura Jehl, Carolin Lawrence, Stefan Riezler
24. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenkour summary
25. Measuring Online Debaters' Persuasive Skill from Text over Time ↗Kelvin Luu, Chenhao Tan, Noah A. Smith
26. Morphological Analysis Using a Sequence Decoder ↗Ekin Akyürek, Erenay Dayanık, Deniz Yuret
27. Multiattentive Recurrent Neural Network Architecture for Multilingual Readability Assessment ↗Ion Madrazo Azpiazu, Maria Soledad Pera
28. Natural Questions: A Benchmark for Question Answering ResearchTom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield et al.our summary
29. Neural Network Acceptability Judgments ↗Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
30. No Word is an Island–-A Transformation Weighting Model for Semantic Composition ↗Corina Dima, Daniël de Kok, Neele Witte et al.
31. On the Complexity and Typology of Inflectional Morphological Systems ↗Ryan Cotterell, Christo Kirov, Mans Hulden et al.
32. Paraphrase-Sense-Tagged Sentences ↗Anne Cocos, Chris Callison-Burch
33. Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing ↗Amichay Doitch, Ram Yazdi, Tamir Hazan et al.
34. Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications ↗Rumen Dangovski, Li Jing, Preslav Nakov et al.
35. SECTOR: A Neural Model for Coherent Topic Segmentation and Classification ↗Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux et al.
36. Semantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang et al.our summary
37. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionVered Shwartz, Ido Daganour summary
38. Synchronous Bidirectional Neural Machine Translation ↗Long Zhou, Jiajun Zhang, Chengqing Zong
39. Syntax-aware Semantic Role Labeling without Parsing ↗Rui Cai, Mirella Lapata
40. Tabula Nearly Rasa: Probing the Linguistic Knowledge of Character-level Neural Language Models Trained on Unsegmented Text ↗Michael Hahn, Marco Baroni
41. Trick Me If You Can: Human-in-the-Loop Generation of Adversarial Examples for Question AnsweringEric Wallace, Pedro Rodriguez, Shi Feng et al.our summary
42. Unlexicalized Transition-based Discontinuous Constituency Parsing ↗Maximin Coavoux, Benoît Crabbé, Shay B. Cohen
43. Weakly Supervised Domain Detection ↗Yumo Xu, Mirella Lapata
44. What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations ↗Jichuan Zeng, Jing Li, Yulan He et al.
45. Where's My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution ↗Yanai Elazar, Yoav Goldberg

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