ACL

SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization

Yash Mathur, Sanketh Rangreji, Raghav Kapoor, Medha Palavalli, Amanda Bertsch, Matthew R. Gormley

Comments ClinicalNLP @ ACL 2023

Replace and Report: NLP Assisted Radiology Report Generation

Kaveri Kale, pushpak Bhattacharyya, Kshitij Jadhav

Comments The 61st Annual Meeting of the Association for Computational Linguistics

Faithfulness Tests for Natural Language Explanations

Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, Thomas Lukasiewicz, Jakob Grue Simonsen, Isabelle Augenstein

Comments Short paper, ACL 2023

Journal ref The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)

Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting

Zahra Fatemi, Chen Xing, Wenhao Liu, Caiming Xiong

Comments This paper has been accepted at the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)

Tokenization and the Noiseless Channel

Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Mrinmaya Sachan, Ryan Cotterell

Comments ACL 2023

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages

Yasmine Karoui, Rémi Lebret, Negar Foroutan, Karl Aberer

Comments Accepted to ACL 2023 as short paper

DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations

Ang Lv, Jinpeng Li, Yuhan Chen, Xing Gao, Ji Zhang, Rui Yan

Comments ACL 2023 main

Unified Language Representation for Question Answering over Text, Tables, and Images

Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li

Comments Findings of ACL 2023

"That Is a Suspicious Reaction!": Interpreting Logits Variation to Detect NLP Adversarial Attacks

Edoardo Mosca, Shreyash Agarwal, Javier Rando, Georg Groh

Comments ACL 2022

Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation

Liqiang Jing, Xuemeng Song, Kun Ouyang, Mengzhao Jia, Liqiang Nie

Comments Accepted by ACL 2023 main conference

Journal ref ACL 2023

Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data

Stephen Obadinma, Hongyu Guo, Xiaodan Zhu

Comments Published at the 8th Workshop on Representation Learning for NLP (RepL4NLP 2023) at ACL 2023

Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation

Chen Tang, Hongbo Zhang, Tyler Loakman, Chenghua Lin, Frank Guerin

Comments Accepted by ACL 2023

A Weakly Supervised Classifier and Dataset of White Supremacist Language

Michael Miller Yoder, Ahmad Diab, David West Brown, Kathleen M. Carley

Comments ACL 2023 short

On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection

Songyang Gao, Shihan Dou, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan

Comments Accepted by ACL2023 (Short Paper)

QueryForm: A Simple Zero-shot Form Entity Query Framework

Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer Dy, Vincent Perot, Tomas Pfister

Comments Accepted to Findings of ACL 2023

Local Byte Fusion for Neural Machine Translation

Makesh Narsimhan Sreedhar, Xiangpeng Wan, Yu Cheng, Junjie Hu

Comments Accepted at ACL 2023 - Main Conference

Constructing Multilingual Code Search Dataset Using Neural Machine Translation

Ryo Sekizawa, Nan Duan, Shuai Lu, Hitomi Yanaka

Comments To appear in the Proceedings of the ACL2023 Student Research Workshop (SRW)

Understanding Client Reactions in Online Mental Health Counseling

Anqi Li, Lizhi Ma, Yaling Mei, Hongliang He, Shuai Zhang, Huachuan Qiu, Zhenzhong Lan

Comments Accept to ACL 2023, oral. For code and data, see https://github.com/dll-wu/Client-React

IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning

Zihang Xu, Ziqing Yang, Yiming Cui, Shijin Wang

Comments Accepted to the Findings of ACL 2023

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization

Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan

Comments Accepted by ACL2023

Understanding In-Context Learning via Supportive Pretraining Data

Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz, Tianlu Wang

Comments ACL 2023

FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction

Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao

Comments ACL2023

"You might think about slightly revising the title": identifying hedges in peer-tutoring interactions

Yann Raphalen, Chloé Clavel, Justine Cassell

Comments Published in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), 2022

Journal ref Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), Volume 1: long papers (2022)

Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models

Qingyu Tan, Hwee Tou Ng, Lidong Bing

Comments ACL 2023

Movie101: A New Movie Understanding Benchmark

Zihao Yue, Qi Zhang, Anwen Hu, Liang Zhang, Ziheng Wang, Qin Jin

Comments Accepted to ACL 2023

Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling

Fanyu Wang, Zhenping Xie

Comments Accepted at ACL 2023, Findings

Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning

Justus-Jonas Erker, Stefan Schaffer, Gerasimos Spanakis

Comments Accepted in ACL 2023 Findings

SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control

Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov

Comments ACL 2023

When Does Translation Require Context? A Data-driven, Multilingual Exploration

Patrick Fernandes, Kayo Yin, Emmy Liu, André F. T. Martins, Graham Neubig

Comments Accepted at ACL2023

HonestBait: Forward References for Attractive but Faithful Headline Generation

Chih-Yao Chen, Dennis Wu, Lun-Wei Ku

Comments Accepted to ACL 2023 Findings