ACL

Assessing the efficacy of large language models in generating accurate teacher responses

Yann Hicke, Abhishek Masand, Wentao Guo, Tushaar Gangavarapu

Journal ref ACL, Innovative Use of NLP for Building Educational Applications Workshop, 2023

HyperMixer: An MLP-based Low Cost Alternative to Transformers

Florian Mai, Arnaud Pannatier, Fabio Fehr, Haolin Chen, Francois Marelli, Francois Fleuret, James Henderson

Comments Published at ACL 2023

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

On the Robustness of Question Rewriting Systems to Questions of Varying Hardness

Hai Ye, Hwee Tou Ng, Wenjuan Han

Comments ACL'22, main, long paper

Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs

Jiefeng Chen, Jinsung Yoon, Sayna Ebrahimi, Sercan O Arik, Tomas Pfister, Somesh Jha

Comments Paper published at Findings of the Association for Computational Linguistics: EMNLP, 2023

Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models

Simon Stepputtis, Joseph Campbell, Yaqi Xie, Zhengyang Qi, Wenxin Sharon Zhang, Ruiyi Wang, Sanketh Rangreji, Michael Lewis, Katia Sycara

Comments Accepted to the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP, Findings of the Association for Computational Linguistics)

End-to-End Simultaneous Speech Translation with Differentiable Segmentation

Shaolei Zhang, Yang Feng

Comments Accepted at ACL 2023 findings

Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners

Claire Barale, Michael Rovatsos, Nehal Bhuta

Comments 9 pages, preprint of long paper accepted to Findings of the Annual Meeting of the Association for Computational Linguistics (ACL) 2023

SheffieldVeraAI at SemEval-2023 Task 3: Mono and multilingual approaches for news genre, topic and persuasion technique classification

Ben Wu, Olesya Razuvayevskaya, Freddy Heppell, João A. Leite, Carolina Scarton, Kalina Bontcheva, Xingyi Song

Journal ref Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), pages 1995-2008, Toronto, Canada. Association for Computational Linguistics

Factoring Hate Speech: A New Annotation Framework to Study Hate Speech in Social Media

Gal Ron, Effi Levi, Odelia Oshri, Shaul R. Shenhav

Comments Accepted to the 7th Workshop on Online Abuse and Harms (WOAH), ACL 2023

Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training

Miriam Anschütz, Joshua Oehms, Thomas Wimmer, Bartłomiej Jezierski, Georg Groh

Comments Accepted to ACL Findings 2023

CompRes: A Dataset for Narrative Structure in News

Effi Levi, Guy Mor, Shaul Shenhav, Tamir Sheafer

Comments Please refer to a more recent and updated paper (and a link to the dataset) at arXiv:2210.03028. Accpted to the First Joint Workshop on Narrative Understanding, Storylines, and Events, ACL 2020

SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation

Nianlong Gu, Richard H. R. Hahnloser

Comments Accepted at ACL 2023 System Demonstration

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems

Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng

Comments ACL 2023

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information

Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev

Comments Accepted to Findings of the Association for Computational Linguistics: EMNLP 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models

Jingyuan Qi, Zhiyang Xu, Ying Shen, Minqian Liu, Di Jin, Qifan Wang, Lifu Huang

Comments ACL 2023 main

BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text

Aarohi Srivastava, David Chiang

Comments Accepted for publication in Findings of the ACL: EMNLP 2023

Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications

Jatin Arora, Youngja Park

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (2023) 416-426

Intersectionality and Testimonial Injustice in Medical Records

Kenya S. Andrews, Bhuvani Shah, Lu Cheng

Journal ref In Proceedings of the 5th ClinicalNLP Workshop, pages 358-372, Toronto, Canada. Association for Computational Linguistics (2023)

Emergent Modularity in Pre-trained Transformers

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou

Comments Findings of ACL 2023

Hierarchical Prompting Assists Large Language Model on Web Navigation

Abishek Sridhar, Robert Lo, Frank F. Xu, Hao Zhu, Shuyan Zhou

Comments EMNLP 2023 Findings; Natural Language Reasoning and Structured Explanations Workshop at ACL 2023

Personality Understanding of Fictional Characters during Book Reading

Mo Yu, Jiangnan Li, Shunyu Yao, Wenjie Pang, Xiaochen Zhou, Zhou Xiao, Fandong Meng, Jie Zhou

Comments Accepted at ACL 2023

Bhasha-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languages

Yash Madhani, Mitesh M. Khapra, Anoop Kunchukuttan

Comments Accepted to ACL 2023

Asymmetric feature interaction for interpreting model predictions

Xiaolei Lu, Jianghong Ma, Haode Zhang

Comments Accepted by Findings of the Association for Computational Linguistics: ACL 2023 (long paper)

TabGenie: A Toolkit for Table-to-Text Generation

Zdeněk Kasner, Ekaterina Garanina, Ondřej Plátek, Ondřej Dušek

Comments Submitted to ACL 2023 System Demonstration Track

A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing

William Timkey, Tal Linzen

Comments To appear in Findings of the Association for Computational Linguistics: EMNLP 2023

Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles

Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin

Comments Published at BioNLP@ACL2023

Journal ref The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks (2023) 468-477

Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation

Wen Lai, Alexandra Chronopoulou, Alexander Fraser

Comments Accepted to Findings of EMNLP 2023, add statistical significance tests. code available at https://github.com/lavine-lmu/Bi-ACL

A Targeted Assessment of Incremental Processing in Neural LanguageModels and Humans

Ethan Gotlieb Wilcox, Pranali Vani, Roger P. Levy

Comments Published in the proceedings of ACL 2021

OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models

Badr AlKhamissi, Siddharth Verma, Ping Yu, Zhijing Jin, Asli Celikyilmaz, Mona Diab

Comments Proceedings of the 1st Workshop on Natural Language Reasoning and Structured Explanations (NLRSE) at ACL 2023

Efficient Transformers with Dynamic Token Pooling

Piotr Nawrot, Jan Chorowski, Adrian Łańcucki, Edoardo M. Ponti

Journal ref Proceedings of the 61st (Toronto 2023) Annual Meeting of the Association for Computational Linguistics (Volume 1 Long Papers) Pages 6403 to 6417