📰 TACL 2022: all accepted papers

84 papers · the most cited first · ← TACL 2022

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.
26. End-to-end Argument Mining with Cross-corpora Multi-task LearningGaku Morio, Hiroaki Ozaki, Terufumi Morishita et al.
27. Evaluating Attribution in Dialogue Systems: The BEGIN BenchmarkNouha Dziri, Hannah Rashkin, Tal Linzen et al.our summary
28. Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students?Danish Pruthi, Rachit Bansal, Bhuwan Dhingra et al.our summary
29. Explainable Abuse Detection as Intent Classification and Slot FillingAgostina Calabrese, Björn Ross, Mirella Lapata
30. Fact Checking with Insufficient EvidencePepa Atanasova, Jakob Grue Simonsen, Christina Lioma et al.
31. FaithDial: A Faithful Benchmark for Information-Seeking DialogueNouha Dziri, Ehsan Kamalloo, Sivan Milton et al.our summary
32. FeTaQA: Free-form Table Question AnsweringLinyong Nan, Chiachun Hsieh, Ziming Mao et al.our summary
33. Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit ComplexityYiding Hao, Dana Angluin, Robert Frank
34. Generate, Annotate, and Learn: NLP with Synthetic TextXuanli He, Islam Nassar, Jamie Kiros et al.
35. Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic ExpressionsZiheng Zeng, Suma Bhat
36. Heterogeneous Supervised Topic ModelsDhanya Sridhar, Hal Daumé III, David Blei
37. High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural MetricsMarkus Freitag, David Grangier, Qijun Tan et al.our summary
38. How to Dissect a Muppet: The Structure of Transformer Embedding SpacesTimothee Mickus, Denis Paperno, Mathieu Constant
39. Investigating Reasons for Disagreement in Natural Language InferenceNan-Jiang Jiang, Marie-Catherine de Marneffeour summary
40. Is My Model Using the Right Evidence? Systematic Probes for Examining Evidence-Based Tabular ReasoningVivek Gupta, Riyaz A. Bhat, Atreya Ghosal et al.
41. It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartzour summary
42. LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and GenerationJian Guan, Zhuoer Feng, Yamei Chen et al.
43. Learning English with Peppa PigMitja Nikolaus, Afra Alishahi, Grzegorz Chrupała
44. Learning Fair Representations via Rate-Distortion MaximizationSomnath Basu Roy Chowdhury, Snigdha Chaturvedi
45. Meta-Learning the Difference: Preparing Large Language Models for Efficient AdaptationZejiang Hou, Julian Salazar, George Polovets
46. Minimum Description Length Recurrent Neural NetworksNur Lan, Michal Geyer, Emmanuel Chemla et al.
47. Modeling Non-Cooperative Dialogue: Theoretical and Empirical InsightsAnthony Sicilia, Tristan Maidment, Pat Healy et al.
48. Morphology Without Borders: Clause-Level MorphologyOmer Goldman, Reut Tsarfaty
49. Multi-task Active Learning for Pre-trained Transformer-based ModelsGuy Rotman, Roi Reichart
50. Multilingual Autoregressive Entity LinkingNicola De Cao, Ledell Wu, Kashyap Popat et al.
51. Neuro-symbolic Natural Logic with Introspective Revision for Natural Language InferenceYufei Feng, Xiaoyu Yang, Xiaodan Zhu et al.
52. Neuron-level Interpretation of Deep NLP Models: A SurveyHassan Sajjad, Nadir Durrani, Fahim Dalviour summary
53. On Decoding Strategies for Neural Text GeneratorsGian Wiher, Clara Meister, Ryan Cotterell
54. Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and LimitationNoriki Nishida, Yuji Matsumoto
55. PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen DomainsEyal Ben-David, Nadav Oved, Roi Reichart
56. Predicting Document Coverage for Relation ExtractionSneha Singhania, Simon Razniewski, Gerhard Weikum
57. ProoFVer: Natural Logic Theorem Proving for Fact VerificationAmrith Krishna, Sebastian Riedel, Andreas Vlachos
58. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang et al.our summary
59. Reducing Conversational Agents' Overconfidence Through Linguistic CalibrationSabrina J. Mielke, Arthur Szlam, Emily Dinan et al.
60. Relational Memory-Augmented Language ModelsQi Liu, Dani Yogatama, Phil Blunsom
61. Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal RetrievalGregor Geigle, Jonas Pfeiffer, Nils Reimers et al.
62. Robust Dialogue State Tracking with Weak Supervision and Sparse DataMichael Heck, Nurul Lubis, Carel van Niekerk et al.
63. Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesGowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj et al.our summary
64. Saturated Transformers are Constant-Depth Threshold CircuitsWilliam Merrill, Ashish Sabharwal, Noah A. Smith
65. Scientia Potentia Est–-On the Role of Knowledge in Computational ArgumentationAnne Lauscher, Henning Wachsmuth, Iryna Gurevych et al.
66. Sentence Similarity Based on ContextsXiaofei Sun, Yuxian Meng, Xiang Ao et al.
67. Structural Persistence in Language Models: Priming as a Window into Abstract Language RepresentationsArabella Sinclair, Jaap Jumelet, Willem Zuidema et al.
68. SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in SummarizationPhilippe Laban, Tobias Schnabel, Paul N. Bennett et al.
69. Template-based Abstractive Microblog Opinion SummarizationIman Munire Bilal, Bo Wang, Adam Tsakalidis et al.
70. Temporal Effects on Pre-trained Models for Language Processing TasksOshin Agarwal, Ani Nenkova
71. Text-based NP EnrichmentYanai Elazar, Victoria Basmov, Yoav Goldberg et al.
72. The Emergence of Argument Structure in Artificial LanguagesTom Bosc, Pascal Vincent
73. The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine TranslationNaman Goyal, Cynthia Gao, Vishrav Chaudhary et al.
74. Time-Aware Language Models as Temporal Knowledge BasesBhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos et al.our summary
75. TopiOCQA: Open-domain Conversational Question Answering with Topic SwitchingVaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman et al.our summary
76. Towards General Natural Language Understanding with Probabilistic WorldbuildingAbulhair Saparov, Tom M. Mitchell
77. Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at ScaleLaurent Sartran, Samuel Barrett, Adhiguna Kuncoro et al.
78. True Few-Shot Learning with Prompts–-A Real-World PerspectiveTimo Schick, Hinrich Schütze
79. Ultra-fine Entity Typing with Indirect Supervision from Natural Language InferenceBangzheng Li, Wenpeng Yin, Muhao Chen
80. Uncertainty Estimation and Reduction of Pre-trained Models for Text RegressionYuxia Wang, Daniel Beck, Timothy Baldwin et al.
81. Unit Testing for Concepts in Neural NetworksCharles Lovering, Ellie Pavlick
82. VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout GroupsZejiang Shen, Kyle Lo, Lucy Lu Wang et al.
83. Word Acquisition in Neural Language ModelsTyler A. Chang, Benjamin K. Bergen
84. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot et al.our summary

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