Volume 10

Table of contents

1. Word Acquisition in Neural Language Models

   Tyler A Chang, Benjamin K Bergen

   Article at MIT Press Presented at ACL 2022

2. Decomposing and Recomposing Event Structure

   William Andrew Horsley Gantt, Lelia Glass, Aaron Steven White

   Article at MIT Press Presented at ACL 2022

3. FeTaQA: Free-form Table Question Answering

   Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Lin, Neha Verma, Rui Zhang, Wojciech Kryściński, Hailey Schoelkopf, Riley Kong, Xiangru Tang, Mutethia Mutuma, Benjamin Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir Radev

   Article at MIT Press Presented at ACL 2022

4. Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

   Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Auguste Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Ortiz Suarez, Iroro Fred Ọ̀nọ̀mẹ̀ Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure Femi Pancrace Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi

   Remote Article at MIT Press Presented at ACL 2022

5. CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation

   Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting

   Article at MIT Press Presented at ACL 2022

6. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations

   Aida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran

   Article at MIT Press Presented at ACL 2022

7. Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition

   Mor Geva, Tomer Wolfson, Jonathan Berant

   Article at MIT Press Presented at ACL 2022

8. Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and Limitation

   Noriki Nishida, Yuji Matsumoto

   Remote Article at MIT Press Presented at ACL 2022

9. Samanantar: The Largest Publicly Available Parallel Corpora Collection For 11 Indic Languages

   Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, Mayank Jobanputra, Raghavan AK, Ajitesh Sharma, Sujit Sahoo, Harshita Diddee, Mahalakshmi J, Divyanshu Kakwani, Navneet Kumar, Aswin Pradeep, Srihari Nagaraj, Kumar Deepak, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra

   Article at MIT Press Presented at ACL 2022

10. SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization

    Philippe Laban, Tobias Schnabel, Paul Bennett, Marti Hearst

    Article at MIT Press Presented at ACL 2022

11. A Survey on Automated Fact-Checking

    Zhijiang Guo, Michael Sejr Schlichtkrull, Andreas Vlachos

    Article at MIT Press Presented at ACL 2022

12. Predicting Document Coverage for Relation Extraction

    Sneha Singhania, Simon Razniewski, Gerhard Weikum

    Presented at ACL 2022 Article at MIT Press

13. ABNIRML: Analyzing the Behavior of Neural IR Models

    Sean MacAvaney, Sergey Feldman, Nazli Goharian, Doug Downey, Arman Cohan

    Presented at ACL 2022 Article at MIT Press

14. Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference

    Yufei Feng, Xiaoyu Yang, Xiaodan Zhu, Michael Greenspan

    Presented at ACL 2022 Article at MIT Press

15. Time-Aware Language Models as Temporal Knowledge Bases

    Bhuwan Dhingra, Jeremy Cole, Julian Eisenschlos, Daniel Gillick, Jacob Eisenstein, William Cohen

    Presented at ACL 2022 Article at MIT Press

16. Multilingual Autoregressive Entity Linking

    Nicola De Cao, Ledell Wu, Kashyap Popat, Mikel Artetxe, Naman Goyal, Mikhail Plekhanov, Luke Zettlemoyer, Nicola Cancedda, Sebastian Riedel, Fabio Petroni

    Presented at ACL 2022 Article at MIT Press

17. ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models

    Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel

    Presented at ACL 2022 Article at MIT Press

18. Designing an Automatic Agent for Repeated Language based Persuasion Games

    Maya Raifer, Guy Rotman, Reut Apel, Moshe Tennenholtz, Roi Reichart

    Presented at ACL 2022 Article at MIT Press

19. Towards General Natural Language Understanding with Probabilistic Worldbuilding

    Abulhair Saparov, Tom Mitchell

    Presented at ACL 2022 Article at MIT Press

20. A Multi-Level Optimization Framework for End-to-End Text Augmentation

    Sai Ashish Somayajula, Pengtao Xie, Linfeng Song

    Article at MIT Press

21. Evaluating Explanations: How Much do Explanations from the Teacher aid Students?

    Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen

    Presented at ACL 2022 Article at MIT Press

22. VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups

    Zejiang Shen, Kyle Lo, Lucy Lu Wang, Bailey Kuehl, Daniel Sabey Weld, Doug Downey

    Presented at ACL 2022 Article at MIT Press

23. Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation

    Zoey Liu, Emily Prud'hommeaux

    Article at MIT Press Presented at NAACL 2022

24. PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains

    Eyal Ben-David, Nadav Oved, Roi Reichart

    Presented at ACL 2022 Article at MIT Press

25. LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation

    Jian Guan, Zhuoer Feng, Yamei Chen, Ruilin He, Xiaoxi Mao, Changjie Fan, Minlie Huang

    Presented at ACL 2022 Article at MIT Press

26. Czech Grammar Error Correction with a Large and Diverse Corpus

    Jakub Náplava, Milan Straka, Jana Straková, Alexandr Rosen

    Article at MIT Press Presented at NAACL 2022

27. TopiOCQA: Open-domain Conversational Question Answering with Topic Switching

    Vaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman, Harm de Vries, Siva Reddy

    Presented at ACL 2022 Article at MIT Press

28. A Neighbourhood Framework for Resource-Lean Content Flagging

    Sheikh Muhammad Sarwar, Dimitrina Zlatkova, Momchil Hardalov, Yoan Dinkov, Isabelle Augenstein, Preslav Nakov

    Presented at ACL 2022 Article at MIT Press

29. Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval

    Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulić, Iryna Gurevych

    Presented at ACL 2022 Article at MIT Press

30. The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation

    Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen, Guillaume Wenzek, Da Ju, Sanjana Krishnan, Marc’Aurelio Ranzato, Francisco Guzmán, Angela Fan

    Presented at ACL 2022 Article at MIT Press

31. MuSiQue: Multi-hop Questions via Single-hop Question Composition

    Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal

    Presented at NAACL 2022 Article at MIT Press

32. Relational Memory Augmented Language Models

    Qi Liu, Dani Yogatama, Phil Blunsom

    Presented at ACL 2022 Article at MIT Press

33. Sentence Similarity Based on Contexts

    Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan

    Presented at ACL 2022 Article at MIT Press

34. It’s not Rocket Science: Interpreting Figurative Language in Narratives

    Tuhin Chakrabarty, Yejin Choi, Vered Shwartz

    Presented at ACL 2022 Article at MIT Press

35. Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference

    Bangzheng Li, Wenpeng Yin, Muhao Chen

    Presented at NAACL 2022 Article at MIT Press

36. Document Summarization with Latent Queries

    Yumo Xu, Mirella Lapata

    Presented at ACL 2022 Article at MIT Press

37. End-to-end Argument Mining with Cross-corpora Multi-task Learning

    Gaku Morio, Hiroaki Ozaki, Terufumi Morishita, Kohsuke Yanai

    Presented at ACL 2022 Article at MIT Press

38. Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning

    Vivek Gupta, Riyaz A. Bhat, Atreya Ghosal, Manish Shrivastava, Maneesh K. Singh, Vivek Srikumar

    Presented at ACL 2022 Article at MIT Press

39. Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression

    Yuxia Wang, Daniel Beck, Karin Verspoor, Timothy Baldwin

    Presented at NAACL 2022 Article at MIT Press

40. Data-to-text Generation with Variational Sequential Planning

    Ratish Puduppully, Yao Fu, Mirella Lapata

    Article at MIT Press Presented at EMNLP 2022

41. True Few-Shot Learning With Prompts – A Real-World Perspective

    Timo Schick, Hinrich Schütze

    Article at MIT Press Presented at EMNLP 2022

42. Heterogeneous Supervised Topic Models

    Dhanya Sridhar, Hal Daume III, David Blei

    Presented at NAACL 2022 Article at MIT Press

43. Fact Checking with Insufficient Evidence

    Pepa Kostadinova Atanasova, Jakob Simonsen, Christina Lioma, Isabelle Augenstein

    Presented at NAACL 2022 Article at MIT Press

44. Text-based NP Enrichment

    Yanai Elazar, Victoria Basmov, Yoav Goldberg, Reut Tsarfaty

    Presented at NAACL 2022 Article at MIT Press

45. Minimum Description Length Recurrent Neural Networks

    Nur Lan, Michal Geyer, Emmanuel Chemla, Roni Katzir

    Article at MIT Press

46. Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity

    Yiding Hao, Dana Angluin, Robert Frank

    Presented at NAACL 2022 Article at MIT Press

47. High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics

    Markus Freitag, David Grangier, Qijun Tan, Bowen Liang

    Presented at NAACL 2022 Article at MIT Press

48. Generate, Annotate, and Learn: NLP with Synthetic Text

    Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi

    Article at MIT Press Presented at EMNLP 2022

49. Saturated Transformers are Constant-Depth Threshold Circuits

    William Cooper Merrill, Ashish Sabharwal, Noah A. Smith

    Article at MIT Press Presented at EMNLP 2022

50. Reducing Conversational Agents' Overconfidence through Linguistic Calibration

    Sabrina J Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau

    Presented at NAACL 2022 Article at MIT Press

51. A Survey of Text Games for Reinforcement Learning Informed by Natural Language

    Philip Osborne, Heido Nomm, Andre Freitas

    Article at MIT Press Presented at EACL 2023

52. Dependency Parsing with Backtracking using Deep Reinforcement Learning

    Franck Dary, Maxime Petit, Alexis Nasr

    Article at MIT Press Presented at EMNLP 2022

53. Temporal Effects on Pre-trained Models for Language Processing Tasks

    Oshin Agarwal, Ani Nenkova

    Article at MIT Press

54. Learning English with Peppa Pig

    Mitja Nikolaus, Afra Alishahi, Grzegorz Chrupała

    Article at MIT Press Presented at EMNLP 2022

55. Compositional Generalization in Multilingual Semantic Parsing over Wikidata

    Ruixiang Cui, Rahul Aralikatte, Heather Lent, Daniel Hershcovich

    Article at MIT Press Presented at EMNLP 2022

56. Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks

    Aakanksha Naik, Jill Lehman, Carolyn Rose

    Article at MIT Press

57. How to Dissect a Muppet: The Structure of Transformer Embedding Spaces

    Timothee Mickus, Denis Paperno, Mathieu Constant

    Article at MIT Press Presented at EACL 2023

58. On Decoding Strategies for Neural Text Generators

    Clara Isabel Meister, Gian Wiher, Ryan Cotterell

    Article at MIT Press

59. ProoFVer: Natural Logic Theorem Proving for Fact Verification

    Amrith Krishna, Sebastian Riedel, Andreas Vlachos

    Article at MIT Press Presented at EMNLP 2022

60. Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations

    Arabella Jane Sinclair, Jaap Jumelet, Willem Zuidema, Raquel Fernandez

    Article at MIT Press Presented at EMNLP 2022

61. DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon

    Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Salah Zaiem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux

    Article at MIT Press

62. Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark

    Nouha Dziri, Hannah Rashkin, Tal Linzen, David Reitter

    Article at MIT Press Presented at EMNLP 2022

63. Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights

    Anthony Sicilia, Tristan Maidment, Pat Healy, Malihe Alikhani

    Article at MIT Press Presented at EMNLP 2022

64. Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference

    Mokanarangan Thayaparan, Marco Valentino, Deborah Ferreira, Julia Rozanova, Andre Freitas

    Article at MIT Press Presented at EMNLP 2022

65. Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions

    Ziheng Zeng, Suma Bhat

    Article at MIT Press

66. Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

    Amir Feder, Katherine Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret Roberts, Brandon Stewart, Victor Veitch, Diyi Yang

    Article at MIT Press Presented at EMNLP 2022

67. Learning Fair Representations via Rate-Distortion Maximization

    Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

    Article at MIT Press Presented at EMNLP 2022

68. Robust Dialogue State Tracking with Weak Supervision and Sparse Data

    Michael Heck, Nurul Lubis, Carel van Niekerk, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Milica Gašić

    Article at MIT Press

69. Unit Testing for Concepts in Neural Networks

    Charles Lovering, Ellie Pavlick

    Article at MIT Press Presented at EMNLP 2022

70. Multi-task Active Learning for Pre-trained Transformer-based Models

    Guy Rotman, Roi Reichart

    Article at MIT Press Presented at EMNLP 2022

71. Template-based Abstractive Microblog Opinion Summarisation

    Iman Munire Bilal, Bo Wang, Adam Tsakalidis, Dong Nguyen, Rob Procter, Maria Liakata

    Article at MIT Press Presented at EMNLP 2022

72. Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation

    Zejiang Hou, Julian Salazar, George Polovets

    Article at MIT Press Presented at EMNLP 2022

73. Compositional Evaluation on Japanese Textual Entailment and Similarity

    Hitomi Yanaka, Koji Mineshima

    Article at MIT Press

74. Neuron-level Interpretation of Deep NLP Models: A Survey

    Hassan Sajjad, Nadir Durrani, Fahim Dalvi

    Article at MIT Press

75. A Survey on Cross-Lingual Summarization

    Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou

    Presented at EMNLP 2022 Article at MIT Press

76. An End-to-End Contrastive Self-Supervised Learning Framework for Language Understanding

    Hongchao Fang, Pengtao Xie

    Article at MIT Press

77. Draw Me a Flower: Processing and Grounding Abstraction in Natural Language

    Royi Lachmy, Valentina Pyatkin, Avshalom Manevich, Reut Tsarfaty

    Presented at EMNLP 2022 Article at MIT Press

78. Investigating Reasons for Disagreement in Natural Language Inference

    Nanjiang Jiang, Marie-Catherine de Marneffe

    Presented at EMNLP 2022 Article at MIT Press

79. The Emergence of Argument Structure in Artificial Languages

    Tom Bosc, Pascal Vincent

    Article at MIT Press

80. Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentation

    Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavaš

    Article at MIT Press

81. Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale

    Laurent Sartran, Samuel Barrett, Adhiguna Kuncoro, Miloš Stanojević, Phil Blunsom, Chris Dyer

    Presented at EMNLP 2022 Article at MIT Press

82. Explainable Abuse Detection as Intent Classification and Slot Filling

    Agostina Calabrese, Björn Ross, Mirella Lapata

    Article

83. Morphology Without Borders: Clause-Level Morphology

    Omer Goldman, Reut Tsarfaty

    Presented at EMNLP 2022 Article at MIT Press

84. FaithDial: A Faithful Benchmark for Information-Seeking Dialogue

    Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaiane, Mo Yu, Edoardo M. Ponti, Siva Reddy

    Article at MIT Press Remote