📰 Transactions of the Association for Computational Linguistics (TACL) 2020 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2020 that our library holds (publisher: The MIT Press): 14 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 (54)

The most cited first; 14 with our summary link to their page here, the others to the original.

1. A Graph-based Model for Joint Chinese Word Segmentation and Dependency ParsingHang Yan, Xipeng Qiu, Xuanjing Huang
2. A Knowledge-Enhanced Pretraining Model for Commonsense Story GenerationJian Guan, Fei Huang, Zhihao Zhao et al.
3. A Neural Generative Model for Joint Learning Topics and Topic-Specific Word EmbeddingsLixing Zhu, Yulan He, Deyu Zhou
4. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshiskyour summary
5. AMR Similarity Metrics from PrinciplesJuri Opitz, Letitia Parcalabescu, Anette Frank
6. AMR-To-Text Generation with Graph TransformerTianming Wang, Xiaojun Wan, Hanqi Jinour summary
7. Acoustic-Prosodic and Lexical Cues to Deception and Trust: Deciphering How People Detect LiesXi (Leslie) Chen, Sarah Ita Levitan, Michelle Levine et al.
8. An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language ModelsLifu Tu, Garima Lalwani, Spandana Gella et al.
9. BLiMP: The Benchmark of Linguistic Minimal Pairs for EnglishAlex Warstadt, Alicia Parrish, Haokun Liu et al.our summary
10. Beat the AI: Investigating Adversarial Human Annotation for Reading ComprehensionMax Bartolo, Alastair Roberts, Johannes Welbl et al.
11. Best-First Beam SearchClara Meister, Tim Vieira, Ryan Cotterell
12. Better Document-Level Machine Translation with Bayes' RuleLei Yu, Laurent Sartran, Wojciech Stokowiec et al.
13. Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta et al.our summary
14. Consistent Transcription and Translation of SpeechMatthias Sperber, Hendra Setiawan, Christian Gollan et al.
15. Consistent Unsupervised Estimators for Anchored PCFGsAlexander Clark, Nathanaël Fijalkow
16. CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetQi Zhu, Kaili Huang, Zheng Zhang et al.our summary
17. Data Weighted Training Strategies for Grammatical Error CorrectionJared Lichtarge, Chris Alberti, Shankar Kumar
18. Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension Using Distributional Semantic ModelsVesna G. Djokic, Jean Maillard, Luana Bulat et al.
19. Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence NetworksR. Thomas McCoy, Robert Frank, Tal Linzenour summary
20. Hierarchical Mapping for Crosslingual Word Embedding AlignmentIon Madrazo Azpiazu, Maria Soledad Pera
21. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki et al.our summary
22. How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in ContextJey Han Lau, Carlos Armendariz, Shalom Lappin et al.
23. Improving Candidate Generation for Low-resource Cross-lingual Entity LinkingShuyan Zhou, Shruti Rijhwani, John Wieting et al.
24. Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale PretrainingAnanya B. Sai, Akash Kumar Mohankumar, Siddhartha Arora et al.
25. Interactive Text Ranking with Bayesian Optimization: A Case Study on Community QA and SummarizationEdwin Simpson, Yang Gao, Iryna Gurevych

See all 54 papers in Transactions of the Association for Computational Linguistics (TACL) 2020 — papers →

📄 Works with our summary in our library (14)

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

1. A Primer in BERTology: What We Know About How BERT WorksAnna Rogers, Olga Kovaleva, Anna Rumshisky2020 · 2,134 citations
2. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,501 citations
3. Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 915 citations
4. What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language ModelsAllyson Ettinger2020 · 847 citations
5. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesJonathan H. Clark, Eunsol Choi, Michael Collins, et al.2020 · 692 citations
6. Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 664 citations
7. Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 218 citations
8. Unsupervised Quality Estimation for Neural Machine TranslationMarina Fomicheva, Shuo Sun, Lisa Yankovskaya, et al.2020 · 153 citations
9. CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetQi Zhu, Kaili Huang, Zheng Zhang, et al.2020 · 146 citations
10. Syntax-Guided Controlled Generation of ParaphrasesAshutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, et al.2020 · 131 citations
11. Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence NetworksR. Thomas McCoy, Robert Frank, Tal Linzen2020 · 122 citations
12. Task-Oriented Dialogue as Dataflow SynthesisJacob Andreas, John Bufe, David Burkett, et al.2020 · 119 citations
13. AMR-To-Text Generation with Graph TransformerTianming Wang, Xiaojun Wan, Hanqi Jin2020 · 108 citations
14. BLiMP: The Benchmark of Linguistic Minimal Pairs for EnglishAlex Warstadt, Alicia Parrish, Haokun Liu, et al.2020 · 21 citations

🧭 Top topics

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

📏Evaluation & benchmarks (3)🧠Language models & pretraining (2)🗨️Dialogue systems (2)📐Syntax & grammar formalisms (2)🔁Machine translation (1)❓Question answering (1)✍️Text generation (1)🌍Multilingual & cross-lingual NLP (1)🧾Semantic parsing & meaning representation (1)🧒Psycholinguistics & language acquisition (1)🪶Efficient models & compression (1)English (1)

📚 Fields

🎭Arts and Humanities (14)🖥️Computer Science (14)🤝Social Sciences (1)

🧑‍🔬 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 States2 works here🎓Johns Hopkins UniversityBaltimore · United States2 works here🎓University of CopenhagenCopenhagen · Denmark1 work here🎓University of Massachusetts LowellLowell · United States1 work here🎓Bar-Ilan UniversityRamat Gan · Israel1 work here🎓Tel Aviv UniversityTel Aviv · Israel1 work here🎓Peking UniversityBeijing · China1 work here🎓Yale UniversityNew Haven · United States1 work here🎓University of ChicagoChicago · United States1 work here🏢Google DeepMindLondon · United Kingdom1 work here🏢Meta (United Kingdom)London · United Kingdom1 work here🏢Google (United Kingdom)London · United Kingdom1 work here

works and citations from OpenAlex and our library.

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