📰 Transactions of the Association for Computational Linguistics (TACL) 2019 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2019 that our library holds (publisher: The MIT Press): 15 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

All works of the year (45)

The most cited first; 15 with our summary link to their page here, the others to the original.

1. A Generative Model for Punctuation in Dependency TreesXiang 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 TranslationMatthias Sperber, Graham Neubig, Jan Niehues et al.
4. Autosegmental Input Strictly Local FunctionsJane Chandlee, Adam Jardine
5. Calculating the Optimal Step in Shift-Reduce Dependency Parsing: From Cubic to Linear TimeMark-Jan Nederhof
6. Categorical Metadata Representation for Customized Text ClassificationJihyeok 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 ProgramsAmrita 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 StatementsVenkata Govindarajan, Benjamin Van Durme, Aaron Steven White
11. Deep Contextualized Self-training for Low Resource Dependency ParsingGuy 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 OutputsLiunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh et al.
14. Enabling Robust Grammatical Error Correction in New Domains: Data Sets, Metrics, and AnalysesCourtney Napoles, Maria Nădejde, Joel Tetreault
15. GILE: A Generalized Input-Label Embedding for Text ClassificationNikolaos 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 SystemsSuman Banerjee, Mitesh M. Khapra
18. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowskiour summary
19. Insertion-based Decoding with Automatically Inferred Generation OrderJiatao 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 UseJanarthanan Rajendran, Jatin Ganhotra, Lazaros C. Polymenakos
22. Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric ApproachPratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan et al.
23. Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp LossLaura 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 TimeKelvin Luu, Chenhao Tan, Noah A. Smith

See all 45 papers in Transactions of the Association for Computational Linguistics (TACL) 2019 — papers →

📄 Works with our summary in our library (15)

The most cited first (OpenAlex citations plus our library's).

1. Natural Questions: A Benchmark for Question Answering ResearchTransactions of the Association for Computational Linguistics (TACL)Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,035 citations
2. SpanBERT: Improving Pre-training by Representing and Predicting SpansTransactions of the Association for Computational Linguistics (TACL)Mandar Joshi, Danqi Chen, Yinhan Liu, et al.2019 · 2,598 citations
3. CoQA: A Conversational Question Answering ChallengeTransactions of the Association for Computational Linguistics (TACL)Siva Reddy, Danqi Chen, Christopher D. Manning2019 · 1,545 citations
4. Analysis Methods in Neural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL)Yonatan Belinkov, James Glass2019 · 737 citations
5. Leveraging Pre-trained Checkpoints for Sequence Generation TasksTransactions of the Association for Computational Linguistics (TACL)Sascha Rothe, Shashi Narayan, Aliaksei Severyn2019 · 563 citations
6. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
7. oLMpics — On what Language Model Pre-training CapturesTransactions of the Association for Computational Linguistics (TACL)Alon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 435 citations
8. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL)Kai Sun, Dian Yu, Jianshu Chen, et al.2019 · 333 citations
9. Densely Connected Graph Convolutional Networks for Graph-to-Sequence LearningTransactions of the Association for Computational Linguistics (TACL)Zhijiang Guo, Yan Zhang, Zhiyang Teng, et al.2019 · 193 citations
10. Trick Me If You Can: Human-in-the-Loop Generation of Adversarial Examples for Question AnsweringTransactions of the Association for Computational Linguistics (TACL)Eric Wallace, Pedro Rodriguez, Shi Feng, et al.2019 · 182 citations
11. Semantic Neural Machine Translation Using AMRLinfeng Song, Daniel Gildea, Yue Zhang, et al.2019 · 159 citations
12. Investigating Prior Knowledge for Challenging Chinese Machine Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL)Kai Sun, Dian Yu, Dong Yu, et al.2019 · 133 citations
13. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionTransactions of the Association for Computational Linguistics (TACL)Vered Shwartz, Ido Dagan2019 · 130 citations
14. Grammar Error Correction in Morphologically Rich Languages: The Case of RussianTransactions of the Association for Computational Linguistics (TACL)Alla Rozovskaya, Dan Roth2019 · 126 citations
15. 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.2019 · 60 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

❓Question answering (5)🧠Language models & pretraining (2)🗨️Dialogue systems (2)🧩Morphology (2)🧾Semantic parsing & meaning representation (2)🔗Coreference resolution (1)🔁Machine translation (1)📏Evaluation & benchmarks (1)🕎Hebrew & Aramaic (1)Semitic languages (1)📐Syntax & grammar formalisms (1)🖍️Grammatical error correction & learner language (1)English (1)Modern Hebrew (1)

📚 Fields

🎭Arts and Humanities (15)🖥️Computer Science (15)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢GoogleMountain View · United States3 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States3 works here🎓Bar-Ilan UniversityRamat Gan · Israel2 works here🎓University of WashingtonSeattle · United States2 works here🎓Cornell UniversityIthaca · United States2 works here🎓Westlake UniversityHangzhou · China2 works here🏢IBMArmonk · United States1 work here🎓Harvard UniversityCambridge · United States1 work here🎓Singapore University of Technology and DesignSingapore · Singapore1 work here🎓Tel Aviv UniversityTel Aviv · Israel1 work here🎓Open University of IsraelRaanana · Israel1 work here🎓Xiamen UniversityXiamen · China1 work here

works and citations from OpenAlex and our library.

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