📰 Transactions of the Association for Computational Linguistics (TACL) 2022 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2022 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 (84)

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

1. A Multi-Level Optimization Framework for End-to-End Text AugmentationSai Ashish Somayajula, Linfeng Song, Pengtao Xie
2. A Neighborhood Framework for Resource-Lean Content FlaggingSheikh Muhammad Sarwar, Dimitrina Zlatkova, Momchil Hardalov et al.
3. A Survey of Text Games for Reinforcement Learning Informed by Natural LanguagePhilip Osborne, Heido Nõmm, André Freitas
4. A Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas Vlachosour summary
5. A Survey on Cross-Lingual SummarizationJiaan Wang, Fandong Meng, Duo Zheng et al.
6. ABNIRML: Analyzing the Behavior of Neural IR ModelsSean MacAvaney, Sergey Feldman, Nazli Goharian et al.
7. Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding TasksAakanksha Naik, Jill Lehman, Carolyn Rosé
8. An End-to-End Contrastive Self-Supervised Learning Framework for Language UnderstandingHongchao Fang, Pengtao Xie
9. Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question DecompositionMor Geva, Tomer Wolfson, Jonathan Berant
10. ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte ModelsLinting Xue, Aditya Barua, Noah Constant et al.
11. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationJonathan H. Clark, Dan Garrette, Iulia Turc et al.our summary
12. Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and BeyondAmir Feder, Katherine A. Keith, Emaad Manzoor et al.
13. Compositional Evaluation on Japanese Textual Entailment and SimilarityHitomi Yanaka, Koji Mineshima
14. Compositional Generalization in Multilingual Semantic Parsing over WikidataRuixiang Cui, Rahul Aralikatte, Heather Lent et al.
15. Czech Grammar Error Correction with a Large and Diverse CorpusJakub Náplava, Milan Straka, Jana Straková et al.
16. DP-Parse: Finding Word Boundaries from Raw Speech with an Instance LexiconRobin Algayres, Tristan Ricoul, Julien Karadayi et al.
17. Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological SegmentationZoey Liu, Emily Prud'hommeaux
18. Data-to-text Generation with Variational Sequential PlanningRatish Puduppully, Yao Fu, Mirella Lapata
19. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaranour summary
20. Decomposing and Recomposing Event StructureWilliam Gantt, Lelia Glass, Aaron Steven White
21. Dependency Parsing with Backtracking using Deep Reinforcement LearningFranck Dary, Maxime Petit, Alexis Nasr
22. Designing an Automatic Agent for Repeated Language–based Persuasion GamesMaya Raifer, Guy Rotman, Reut Apel et al.
23. Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop InferenceMokanarangan Thayaparan, Marco Valentino, Deborah Ferreira et al.
24. Document Summarization with Latent QueriesYumo Xu, Mirella Lapata
25. Draw Me a Flower: Processing and Grounding Abstraction in Natural LanguageRoyi Lachmy, Valentina Pyatkin, Avshalom Manevich et al.

See all 84 papers in Transactions of the Association for Computational Linguistics (TACL) 2022 — papers →

📄 Works with our summary in our library (15)

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

1. A Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas Vlachos2022 · 646 citations
2. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran2022 · 415 citations
3. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 384 citations
4. Time-Aware Language Models as Temporal Knowledge BasesBhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.2022 · 344 citations
5. Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesGowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, et al.2022 · 307 citations
6. Canine: Pre-training an Efficient Tokenization-Free Encoder for Language RepresentationJonathan H. Clark, Dan Garrette, Iulia Turc, et al.2022 · 297 citations
7. FeTaQA: Free-form Table Question AnsweringLinyong Nan, Chiachun Hsieh, Ziming Mao, et al.2022 · 234 citations
8. TopiOCQA: Open-domain Conversational Question Answering with Topic SwitchingVaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman, et al.2022 · 143 citations
9. FaithDial: A Faithful Benchmark for Information-Seeking DialogueNouha Dziri, Ehsan Kamalloo, Sivan Milton, et al.2022 · 138 citations
10. High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural MetricsMarkus Freitag, David Grangier, Qijun Tan, et al.2022 · 120 citations
11. Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, et al.2022 · 107 citations
12. Investigating Reasons for Disagreement in Natural Language InferenceNan-Jiang Jiang, Marie-Catherine de Marneffe2022 · 104 citations
13. Evaluating Attribution in Dialogue Systems: The BEGIN BenchmarkNouha Dziri, Hannah Rashkin, Tal Linzen, et al.2022 · 99 citations
14. It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
15. Neuron-level Interpretation of Deep NLP Models: A SurveyHassan Sajjad, Nadir Durrani, Fahim Dalvi2022 · 84 citations

🧭 Top topics

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

🗨️Dialogue systems (3)📏Evaluation & benchmarks (3)🧠Language models & pretraining (2)❓Question answering (2)🧮Reasoning (2)🔁Machine translation (1)🕸️Knowledge graphs & ontologies (1)✂️Tokenization & segmentation (1)🧷Idioms & multiword expressions (1)

📚 Fields

🖥️Computer Science (15)🎭Arts and Humanities (13)🤝Social Sciences (2)

🧑‍🔬 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 States6 works here🎓University of AlbertaEdmonton · Canada2 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States2 works here🔬Mila - Quebec Artificial Intelligence InstituteMontreal · Canada2 works here🎓McGill UniversityMontreal · Canada2 works here🔬Canadian Institute for Advanced ResearchToronto · Canada1 work here🎓University of Southern CaliforniaLos Angeles · United States1 work here🎓Dalhousie UniversityHalifax · Canada1 work here🎓Pennsylvania State UniversityState College · United States1 work here🎓University of British ColumbiaVancouver · Canada1 work here🎓University of WashingtonSeattle · United States1 work here🏢TencentShenzhen · China1 work here

works and citations from OpenAlex and our library.

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