📰 TACL 2018: all accepted papers

48 papers · the most cited first · ← TACL 2018

1. Adversarial Deep Averaging Networks for Cross-Lingual Sentiment ClassificationXilun Chen, Yu Sun, Ben Athiwaratkun et al.our summary
2. Attentive Convolution: Equipping CNNs with RNN-style Attention MechanismsWenpeng Yin, Hinrich Schütze
3. Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled CorporaAndrius Mudinas, Dell Zhang, Mark Levene
4. Comparing Bayesian Models of AnnotationSilviu Paun, Bob Carpenter, Jon Chamberlain et al.our summary
5. Constructing Datasets for Multi-hop Reading Comprehension Across DocumentsJohannes Welbl, Pontus Stenetorp, Sebastian Riedelour summary
6. Conversation Modeling on Reddit Using a Graph-Structured LSTMVictoria Zayats, Mari Ostendorf
7. Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better ScienceEmily M. Bender, Batya Friedman
8. Detecting Institutional Dialog Acts in Police Traffic StopsVinodkumar Prabhakaran, Camilla Griffiths, Hang Su et al.our summary
9. Do latent tree learning models identify meaningful structure in sentences?Adina Williams, Andrew Drozdov, Samuel R. Bowmanour summary
10. Evaluating the Stability of Embedding-based Word SimilaritiesMaria Antoniak, David Mimno
11. Event Time Extraction with a Decision Tree of Neural ClassifiersNils Reimers, Nazanin Dehghani, Iryna Gurevych
12. Exploring Neural Methods for Parsing Discourse Representation StructuresRik van Noord, Lasha Abzianidze, Antonio Toral et al.
13. Finding Convincing Arguments Using Scalable Bayesian Preference LearningEdwin Simpson, Iryna Gurevych
14. From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time NormalizationsEgoitz Laparra, Dongfang Xu, Steven Bethard
15. Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren et al.
16. Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine TranslationXiao Pu, Nikolaos Pappas, James Henderson et al.
17. Joint Semantic Synthesis and Morphological Analysis of the Derived WordRyan Cotterell, Hinrich Schütze
18. Knowledge Completion for Generics using Guided Tensor FactorizationHanie Sedghi, Ashish Sabharwal
19. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionDaniela Gerz, Ivan Vulić, Edoardo Ponti et al.our summary
20. Learning Representations Specialized in Spatial Knowledge: Leveraging Language and VisionGuillem Collell, Marie-Francine Moens
21. Learning Structured Text RepresentationsYang Liu, Mirella Lapataour summary
22. Learning Typed Entailment Graphs with Global Soft ConstraintsMohammad Javad Hosseini, Nathanael Chambers, Siva Reddy et al.
23. Learning to Remember Translation History with a Continuous CacheZhaopeng Tu, Yang Liu, Shuming Shi et al.
24. Leveraging Orthographic Similarity for Multilingual Neural TransliterationAnoop Kunchukuttan, Mitesh Khapra, Gurneet Singh et al.
25. Linear Algebraic Structure of Word Senses, with Applications to PolysemySanjeev Arora, Yuanzhi Li, Yingyu Liang et al.our summary
26. Low-Rank RNN Adaptation for Context-Aware Language ModelingAaron Jaech, Mari Ostendorf
27. Mapping to Declarative Knowledge for Word Problem SolvingSubhro Roy, Dan Rothour summary
28. Measuring the Evolution of a Scientific Field through Citation FramesDavid Jurgens, Srijan Kumar, Raine Hoover et al.our summary
29. Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod et al.our summary
30. Modeling Past and Future for Neural Machine TranslationZaixiang Zheng, Hao Zhou, Shujian Huang et al.
31. Multiple Instance Learning Networks for Fine-Grained Sentiment AnalysisStefanos Angelidis, Mirella Lapata
32. Native Language Cognate Effects on Second Language Lexical ChoiceElla Rabinovich, Yulia Tsvetkov, Shuly Wintner
33. Neural Lattice Language ModelsJacob Buckman, Graham Neubig
34. Planning, Inference and Pragmatics in Sequential Language GamesFereshte Khani, Noah D. Goodman, Percy Liangour summary
35. Polite Dialogue Generation Without Parallel DataTong Niu, Mohit Bansal
36. Probabilistic Verb Selection for Data-to-Text GenerationDell Zhang, Jiahao Yuan, Xiaoling Wang et al.
37. Questionable Answers in Question Answering Research: Reproducibility and Variability of Published ResultsMatt Crane
38. Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense DebateChristo Kirov, Ryan Cotterellour summary
39. Representation Learning for Grounded Spatial ReasoningMichael Janner, Karthik Narasimhan, Regina Barzilay
40. Scheduled Multi-Task Learning: From Syntax to TranslationEliyahu Kiperwasser, Miguel Ballesterosour summary
41. Surface Statistics of an Unknown Language Indicate How to Parse ItDingquan Wang, Jason Eisner
42. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom et al.our summary
43. Towards Evaluating Narrative Quality In Student WritingSwapna Somasundaran, Michael Flor, Martin Chodorow et al.
44. Universal Word Segmentation: Implementation and InterpretationYan Shao, Christian Hardmeier, Joakim Nivre
45. Unsupervised Grammar Induction with Depth-bounded PCFGLifeng Jin, Finale Doshi-Velez, Timothy Miller et al.our summary
46. Unsupervised Word Mapping Using Structural Similarities in Monolingual EmbeddingsHanan Aldarmaki, Mahesh Mohan, Mona Diab
47. Video Captioning with Multi-Faceted AttentionXiang Long, Chuang Gan, Gerard de Melo
48. Whodunnit? Crime Drama as a Case for Natural Language UnderstandingLea Frermann, Shay B. Cohen, Mirella Lapata

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