ACL

IndicBART: A Pre-trained Model for Indic Natural Language Generation

Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar

Comments Published at ACL 2022, 15 pages

A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning

Hugo Berg, Siobhan Mackenzie Hall, Yash Bhalgat, Wonsuk Yang, Hannah Rose Kirk, Aleksandar Shtedritski, Max Bain

Comments 17 pages, 4 figures, 7 tables. For code and trained token embeddings, see https://github.com/oxai/debias-vision-lang; Changed to use ACL layout, added joint training with comparison figure, corrected spelling and formatting errors; This paper is accepted for publication at AACL 2022, the official version of record is in the ACL Anthology

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning

Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou

Comments Accepted to ACL 2022 (Findings)

Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models

Lorenzo Lupo, Marco Dinarelli, Laurent Besacier

Comments ACL 2022 (camera ready)

Translation Word-Level Auto-Completion: What can we achieve out of the box?

Yasmin Moslem, Rejwanul Haque, Andy Way

Comments WMT 2022

Journal ref In Proceedings of the Seventh Conference on Machine Translation, 2022, Abu Dhabi, UAE. Association for Computational Linguistics

Enhancing Tabular Reasoning with Pattern Exploiting Training

Abhilash Reddy Shankarampeta, Vivek Gupta, Shuo Zhang

Comments The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing

Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation

Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn

Comments Accepted by NAACL-2022 Findings

Journal ref Findings of the Association for Computational Linguistics: NAACL 2022, 1409--1420

$\rm{C {\small IS}}^2$: A Simplified Commonsense Inference Evaluation for Story Prose

Bryan Li, Lara J. Martin, Chris Callison-Burch

Comments Published at the Workshop on Commonsense Representation and Reasoning (CSRR) @ ACL 2022

Attention Mechanism with Energy-Friendly Operations

Yu Wan, Baosong Yang, Dayiheng Liu, Rong Xiao, Derek F. Wong, Haibo Zhang, Boxing Chen, Lidia S. Chao

Comments Findings@ACL2022

UniTE: Unified Translation Evaluation

Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen, Derek F. Wong, Lidia S. Chao

Comments ACL2022

Modelling Emotion Dynamics in Song Lyrics with State Space Models

Yingjin Song, Daniel Beck

Comments To appear in Transactions of the Association for Computational Linguistics (TACL); 17 pages, 4 figures

CrossRE: A Cross-Domain Dataset for Relation Extraction

Elisa Bassignana, Barbara Plank

Comments Accepted in Findings of the Association for Computational Linguistics: EMNLP 2022

Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue

Raghav Gupta, Harrison Lee, Jeffrey Zhao, Abhinav Rastogi, Yuan Cao, Yonghui Wu

Comments NAACL 2022

Journal ref In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 4541-4549, Seattle, United States. Association for Computational Linguistics

Construction Repetition Reduces Information Rate in Dialogue

Mario Giulianelli, Arabella Sinclair, Raquel Fernández

Comments In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP 2022)

Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation

Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal, Saptarshi Ghosh

Comments Accepted at The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP), 2022

CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing

Andy Rosenbaum, Saleh Soltan, Wael Hamza, Amir Saffari, Marco Damonte, Isabel Groves

Comments Accepted to AACL-IJCNLP 2022: The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, November 20-23, 2022. See https://www.aacl2022.org/

Automatically constructing Wordnet synsets

Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita

Comments 6 pages

Journal ref Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 106-111. 2014

UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation

Injy Sarhan, Pablo Mosteiro, Marco Spruit

Journal ref In Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), pages 271-281, Seattle, United States. Association for Computational Linguistics

Learning Disentangled Textual Representations via Statistical Measures of Similarity

Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida

Comments ACL 2022

Template-based Abstractive Microblog Opinion Summarisation

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

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2022. Pre-MIT Press publication version

Life after BERT: What do Other Muppets Understand about Language?

Vladislav Lialin, Kevin Zhao, Namrata Shivagunde, Anna Rumshisky

Journal ref Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Volume 1: Long Papers, pages 3180-3193, 2022

Generated Knowledge Prompting for Commonsense Reasoning

Jiacheng Liu, Alisa Liu, Ximing Lu, Sean Welleck, Peter West, Ronan Le Bras, Yejin Choi, Hannaneh Hajishirzi

Comments ACL 2022 main conference

Analyzing Dynamic Adversarial Training Data in the Limit

Eric Wallace, Adina Williams, Robin Jia, Douwe Kiela

Comments ACL Findings 2022

Lacking the embedding of a word? Look it up into a traditional dictionary

Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Fabio Massimo Zanzotto

Journal ref Findings of the Association for Computational Linguistics: ACL 2022

Question Answering by Reasoning Across Documents with Graph Convolutional Networks

Nicola De Cao, Wilker Aziz, Ivan Titov

Journal ref Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) 2306--2317

T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition

Asahi Ushio, Jose Camacho-Collados

Comments Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021): System Demonstrations

Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision

Wanyu Du, Zae Myung Kim, Vipul Raheja, Dhruv Kumar, Dongyeop Kang

Comments Accepted by The First Workshop on Intelligent and Interactive Writing Assistants at ACL2022

Understanding Iterative Revision from Human-Written Text

Wanyu Du, Vipul Raheja, Dhruv Kumar, Zae Myung Kim, Melissa Lopez, Dongyeop Kang

Comments To appear in ACL2022

Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors

Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao

Comments Findings of ACL 2022

Dynamic Global Memory for Document-level Argument Extraction

Xinya Du, Sha Li, Heng Ji

Comments ACL 2022 main conference (12 pages)