ACL

BERT is not The Count: Learning to Match Mathematical Statements with Proofs

Weixian Waylon Li, Yftah Ziser, Maximin Coavoux, Shay B. Cohen

Comments Accepted to the Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023; 14 pages. arXiv admin note: substantial text overlap with arXiv:2102.02110

Nationality Bias in Text Generation

Pranav Narayanan Venkit, Sanjana Gautam, Ruchi Panchanadikar, Ting-Hao 'Kenneth' Huang, Shomir Wilson

Comments Paper accepted in the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023)

Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks

Joseph Renner, Pascal Denis, Rémi Gilleron, Angèle Brunellière

Journal ref Conference of the European Chapter of the Association for Computational Linguistics, May 2023, Dubrovnik, Croatia

RevUp: Revise and Update Information Bottleneck for Event Representation

Mehdi Rezaee, Francis Ferraro

Comments To Appear in the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023), Same version as EACL camera ready; pagination differences due to texlive versions

Synthesizing Human Gaze Feedback for Improved NLP Performance

Varun Khurana, Yaman Kumar Singla, Nora Hollenstein, Rajesh Kumar, Balaji Krishnamurthy

Comments Accepted at European Chapter of the Association for Computational Linguistics (EACL)

EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching

Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci

Comments Findings of EMNLP 2022

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2022 (6698-6714)

Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task

Radostin Cholakov, Todor Kolev

Comments 7 pages, 2 figures, 2 tables

Journal ref In Proceedings of the 5th International Conference on Natural Language and Speech Processing (ICNLSP 2022), pages 12-18, Trento, Italy. Association for Computational Linguistics

Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining

Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He

Comments Accepted and to be presented at the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023

Noisy Parallel Data Alignment

Ruoyu Xie, Antonios Anastasopoulos

Comments EACL 2023 camera-ready version

Journal ref Findings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)

Improving the Generalizability of Collaborative Dialogue Analysis with Multi-Feature Embeddings

Ayesha Enayet, Gita Sukthankar

Comments To be published in the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)

Composable Sparse Fine-Tuning for Cross-Lingual Transfer

Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić

Comments Updated to match ACL (2022) version

Capturing Topic Framing via Masked Language Modeling

Xiaobo Guo, Weicheng Ma, Soroush Vosoughi

Comments In Findings of EMNLP 2022

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2022 (pp. 6811-6825) (2022, December)

Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing

Francesco Cazzaro, Davide Locatelli, Ariadna Quattoni, Xavier Carreras

Comments Accepted at Findings of ACL: EACL 2023. 8 pages, 4 figures, 4 tables

Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing

Han He, Jinho D. Choi

Comments Accepted to TACL 2023: Transactions of the Association for Computational Linguistics, post-acceptance final version

SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm

Abdelrahman Kaseb, Mona Farouk

Journal ref In Proceedings of the The Seventh Arabic Natural Language Processing Workshop (WANLP), 2022, pages 22-30, Abu Dhabi, United Arab Emirates. Association for Computational Linguistics

Investigating Stylistic Profiles for the Task of Empathy Classification in Medical Narrative Essays

Priyanka Dey, Roxana Girju

Comments 12 pages, 5 figures; This paper will appear in the ACL Anthology (Association for Computational Linguistics) and will be presented at the Construction Grammars and NLP (CxGs+NLP) Workshop, the Georgetown University Round Table (GURT), March 2023

Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective

Jongwoo Ko, Seungjoon Park, Minchan Jeong, Sukjin Hong, Euijai Ahn, Du-Seong Chang, Se-Young Yun

Comments The 17th Conference of the European Chapter of the Association for Computational Linguistics (Findings)

PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora

Dinesh Nagumothu, Bahadorreza Ofoghi, Guangyan Huang, Peter W. Eklund

Comments 10 pages, 3 figures, Published to Conference on Computational Natural Language Learning

Journal ref In Proceedings of the 26th Conference on Computational Natural Language Learning, CoNLL, Dec 2022,Abu Dhabi, United Arab Emirates. Association for Computational Linguistics

OntoED: Low-resource Event Detection with Ontology Embedding

Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen

Comments Accepted to appear at the ACL 2021 main conference. Add the description of evaluation metrics

The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models

Son Quoc Tran, Phong Nguyen-Thuan Do, Uyen Le, Matt Kretchmar

Comments Accepted atThe 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)

Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems

Ankur Padia, Francis Ferraro, Tim Finin

Comments Accepted at Deep Learning Inside Out (DeeLIO) workshop at ACL 2022

Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation

Llion Jones, Richard Sproat, Haruko Ishikawa, Alexander Gutkin

Comments 16 pages, to appear Transactions of the Association for Computational Linguistics

ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning

Xin Xie, Xiangnan Chen, Xiang Chen, Yong Wang, Ningyu Zhang, Shumin Deng, Huajun Chen

Comments Accepted by SemEval-2021 Workshop, ACL-IJCNLP 2021

Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences

Xudong Hong, Asad Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele

Comments Paper accepted by Transactions of the Association for Computational Linguistics (TACL). This is a pre-MIT Press publication version. 15 pages, 6 figures

How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact

Zhijing Jin, Geeticka Chauhan, Brian Tse, Mrinmaya Sachan, Rada Mihalcea

Comments Findings of ACL 2021; also accepted at the NLP for Positive Impact workshop@ACL 2021

Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension

Linjuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng

Comments Accepted to ACL 2022 (main conference)

Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm

Shaoyi Huang, Dongkuan Xu, Ian E. H. Yen, Yijue Wang, Sung-en Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Sanguthevar Rajasekaran, Hang Liu, Caiwen Ding

Comments 11 pages; 16 figures; Published in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing

Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation

Kushal Arora, Layla El Asri, Hareesh Bahuleyan, Jackie Chi Kit Cheung

Comments Accepted in Findings of ACL 2022. v2: Equation 7 updated, typo fixes

A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies

A. Seza Doğruöz, Sunayana Sitaram, Barbara E. Bullock, Almeida Jacqueline Toribio

Journal ref In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)

Efficient Long-Text Understanding with Short-Text Models

Maor Ivgi, Uri Shaham, Jonathan Berant

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2023. Authors' final version (pre-MIT)