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Transactions of the Association for Computational Linguistics, Volume 10
Volume 10, 2022
- Tyler A. Chang, Benjamin K. Bergen:
Word Acquisition in Neural Language Models. 1-16 - William Gantt
, Lelia Glass, Aaron Steven White
Decomposing and Recomposing Event Structure. 17-34 - Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Victoria Lin, Neha Verma, Rui Zhang, Wojciech Kryscinski, Hailey Schoelkopf, Riley Kong, Xiangru Tang, Mutethia Mutuma, Ben Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir R. Radev:
FeTaQA: Free-form Table Question Answering. 35-49 - Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. 50-72 - Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting:
Canine: Pre-training an Efficient Tokenization-Free Encoder for Language Representation. 73-91 - Aida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran:
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations. 92-110 - Mor Geva
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition. 111-126 - Noriki Nishida, Yuji Matsumoto:
Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and Limitation. 127-144 - 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, Deepak Kumar, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra:
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages. 145-162 - Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst:
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization. 163-177 - Zhijiang Guo, Michael Sejr Schlichtkrull, Andreas Vlachos
A Survey on Automated Fact-Checking. 178-206 - Sneha Singhania, Simon Razniewski, Gerhard Weikum:
Predicting Document Coverage for Relation Extraction. 207-223 - Sean MacAvaney, Sergey Feldman, Nazli Goharian, Doug Downey, Arman Cohan:
ABNIRML: Analyzing the Behavior of Neural IR Models. 224-239 - Yufei Feng, Xiaoyu Yang, Xiaodan Zhu, Michael A. Greenspan:
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference. 240-256 - Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, William W. Cohen:
Time-Aware Language Models as Temporal Knowledge Bases. 257-273 - Nicola De Cao
Multilingual Autoregressive Entity Linking. 274-290 - Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel:
ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models. 291-306 - Maya Raifer, Guy Rotman, Reut Apel, Moshe Tennenholtz, Roi Reichart:
Designing an Automatic Agent for Repeated Language-based Persuasion Games. 307-324 - Abulhair Saparov, Tom M. Mitchell:
Towards General Natural Language Understanding with Probabilistic Worldbuilding. 325-342 - Sai Ashish Somayajula, Linfeng Song, Pengtao Xie:
A Multi-Level Optimization Framework for End-to-End Text Augmentation. 343-358 - Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen:
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students? 359-375 - Zejiang Shen, Kyle Lo, Lucy Lu Wang
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups. 376-392 - Zoey Liu
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation. 393-413 - Eyal Ben-David, Nadav Oved, Roi Reichart:
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains. 414-433 - Jian Guan, Zhuoer Feng, Yamei Chen, Ruilin He, Xiaoxi Mao, Changjie Fan, Minlie Huang:
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation. 434-451 - Jakub Náplava, Milan Straka, Jana Straková, Alexandr Rosen:
Czech Grammar Error Correction with a Large and Diverse Corpus. 452-467 - Vaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman, Harm de Vries, Siva Reddy:
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching. 468-483 - Sheikh Muhammad Sarwar, Dimitrina Zlatkova, Momchil Hardalov, Yoan Dinkov, Isabelle Augenstein
A Neighborhood Framework for Resource-Lean Content Flagging. 484-502 - Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych:
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. 503-521 - Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen, Guillaume Wenzek, Da Ju, Sanjana Krishnan, Marc'Aurelio Ranzato, Francisco Guzmán, Angela Fan:
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation. 522-538 - Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal:
♫ MuSiQue: Multihop Questions via Single-hop Question Composition. 539-554 - Qi Liu, Dani Yogatama, Phil Blunsom:
Relational Memory-Augmented Language Models. 555-572 - Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan:
Sentence Similarity Based on Contexts. 573-588 - Tuhin Chakrabarty, Yejin Choi, Vered Shwartz:
It's not Rocket Science: Interpreting Figurative Language in Narratives. 589-606 - Bangzheng Li, Wenpeng Yin
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. 607-622 - Yumo Xu, Mirella Lapata:
Document Summarization with Latent Queries. 623-638 - Gaku Morio, Hiroaki Ozaki, Terufumi Morishita, Kohsuke Yanai:
End-to-end Argument Mining with Cross-corpora Multi-task Learning. 639-658 - Vivek Gupta, Riyaz A. Bhat, Atreya Ghosal, Manish Shrivastava, Maneesh Kumar Singh, Vivek Srikumar:
Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning. 659-679 - Yuxia Wang, Daniel Beck, Karin Verspoor
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression. 680-696 - Ratish Puduppully, Yao Fu, Mirella Lapata:
Data-to-text Generation with Variational Sequential Planning. 697-715 - Timo Schick, Hinrich Schütze:
True Few-Shot Learning With Prompts - A Real-World Perspective. 716-731 - Dhanya Sridhar, Hal Daumé III, David M. Blei:
Heterogeneous Supervised Topic Models. 732-745 - Pepa Atanasova
Fact Checking with Insufficient Evidence. 746-763 - Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
Text-based NP Enrichment. 764-784 - Nur Geffen Lan, Michal Geyer, Emmanuel Chemla
Minimum Description Length Recurrent Neural Networks. 785-799 - Yiding Hao, Dana Angluin, Robert Frank
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity. 800-810 - Markus Freitag, David Grangier, Qijun Tan, Bowen Liang:
High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics. 811-825 - Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi:
Generate, Annotate, and Learn: NLP with Synthetic Text. 826-842 - William Merrill, Ashish Sabharwal, Noah A. Smith:
Saturated Transformers are Constant-Depth Threshold Circuits. 843-856 - Sabrina J. Mielke, Arthur Szlam, Emily Dinan, Y-Lan Boureau:
Reducing Conversational Agents' Overconfidence through Linguistic Calibration. 857-872 - Philip Osborne, Heido Nõmm, André Freitas
A Survey of Text Games for Reinforcement Learning Informed by Natural Language. 873-887 - Franck Dary, Maxime Petit, Alexis Nasr:
Dependency Parsing with Backtracking using Deep Reinforcement Learning. 888-903 - Oshin Agarwal, Ani Nenkova:
Temporal Effects on Pre-trained Models for Language Processing Tasks. 904-921 - Mitja Nikolaus, Afra Alishahi, Grzegorz Chrupala
Learning English with Peppa Pig. 922-936 - Ruixiang Cui
Compositional Generalization in Multilingual Semantic Parsing over Wikidata. 937-955 - Aakanksha Naik, Jill Lehman, Carolyn P. Rosé
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks. 956-980 - Timothee Mickus
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces. 981-996 - Clara Meister, Gian Wiher, Ryan Cotterell:
On Decoding Strategies for Neural Text Generators. 997-1012 - Amrith Krishna, Sebastian Riedel, Andreas Vlachos
ProoFVer: Natural Logic Theorem Proving for Fact Verification. 1013-1030 - Arabella J. Sinclair, Jaap Jumelet, Willem H. Zuidema, Raquel Fernández:
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations. 1031-1050 - Robin Algayres, Tristan Ricoul, Julien Karadayi, Hugo Laurençon, Mohamed Salah Zaïem, Abdelrahman Mohamed, Benoît Sagot, Emmanuel Dupoux:
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon. 1051-1065 - Nouha Dziri, Hannah Rashkin, Tal Linzen, David Reitter:
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark. 1066-1083 - Anthony Sicilia, Tristan Maidment, Pat Healy
Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights. 1084-1102 - Mokanarangan Thayaparan, Marco Valentino, Deborah Ferreira, Julia Rozanova, André Freitas
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference. 1103-1119 - Ziheng Zeng, Suma Bhat
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions. 1120-1137 - Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. 1138-1158 - Somnath Basu Roy Chowdhury, Snigdha Chaturvedi:
Learning Fair Representations via Rate-Distortion Maximization. 1159-1174 - Michael Heck, Nurul Lubis, Carel van Niekerk, Shutong Feng, Christian Geishauser, Hsien-Chin Lin, Milica Gasic:
Robust Dialogue State Tracking with Weak Supervision and Sparse Data. 1175-1192 - Charles Lovering, Ellie Pavlick:
Unit Testing for Concepts in Neural Networks. 1193-1208 - Guy Rotman, Roi Reichart:
Multi-task Active Learning for Pre-trained Transformer-based Models. 1209-1228 - Iman Munire Bilal, Bo Wang, Adam Tsakalidis, Dong Nguyen
Template-based Abstractive Microblog Opinion Summarisation. 1229-1248 - Zejiang Hou, Julian Salazar
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation. 1249-1265 - Hitomi Yanaka, Koji Mineshima:
Compositional Evaluation on Japanese Textual Entailment and Similarity. 1266-1284 - Hassan Sajjad
Neuron-level Interpretation of Deep NLP Models: A Survey. 1285-1303 - Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou:
A Survey on Cross-Lingual Summarization. 1304-1323 - Hongchao Fang, Pengtao Xie:
An End-to-End Contrastive Self-Supervised Learning Framework for Language Understanding. 1324-1340 - Royi Lachmy, Valentina Pyatkin, Avshalom Manevich, Reut Tsarfaty:
Draw Me a Flower: Processing and Grounding Abstraction in Natural Language. 1341-1356 - Nanjiang Jiang, Marie-Catherine de Marneffe:
Investigating Reasons for Disagreement in Natural Language Inference. 1357-1374 - Tom Bosc, Pascal Vincent:
The Emergence of Argument Structure in Artificial Languages. 1375-1391 - Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavas:
Scientia Potentia Est - On the Role of Knowledge in Computational Argumentation. 1392-1422 - Laurent Sartran, Samuel Barrett, Adhiguna Kuncoro, Milos Stanojevic, Phil Blunsom, Chris Dyer:
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale. 1423-1439 - Agostina Calabrese, Björn Ross
Explainable Abuse Detection as Intent Classification and Slot Filling. 1440-1454 - Omer Goldman, Reut Tsarfaty:
Morphology Without Borders: Clause-Level Morphology. 1455-1472 - Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar R. Zaïane, Mo Yu, Edoardo Maria Ponti, Siva Reddy:
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue. 1473-1490
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