ACL

Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models

Mahammed Kamruzzaman, Md. Minul Islam Shovon, Gene Louis Kim

Comments Camera-ready version for Findings of ACL 2024

Probing the Emergence of Cross-lingual Alignment during LLM Training

Hetong Wang, Pasquale Minervini, Edoardo M. Ponti

Comments Accepted to Findings of the Association for Computational Linguistics: ACL 2024

Locating and Extracting Relational Concepts in Large Language Models

Zijian Wang, Britney White, Chang Xu

Journal ref Findings of ACL2024

InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models

Juseon-Do, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura

Comments 8 pages, 3 figures, accepted to ACL 2024 Findings (Long Paper)

Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles

Julia Kruk, Michela Marchini, Rijul Magu, Caleb Ziems, David Muchlinski, Diyi Yang

Comments ACL 2024

Rethinking Negative Instances for Generative Named Entity Recognition

Yuyang Ding, Juntao Li, Pinzheng Wang, Zecheng Tang, Bowen Yan, Min Zhang

Comments ACL 2024 Findings

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs

Minh-Vuong Nguyen, Linhao Luo, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Thuy-Trang Vu, Gholamreza Haffari

Comments Minh-Vuong Nguyen and Linhao Luo are co-first authors and contributed equally to the preparation of this manuscript. Accepted to ACL24-Findings

MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation

Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li

Comments Accepted at ACL 2024. Camera-ready version

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li

Comments ACL 2024

Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction

Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu

Comments 9 pages, 3 figures, ACL24 accepted

Growing Trees on Sounds: Assessing Strategies for End-to-End Dependency Parsing of Speech

Adrien Pupier, Maximin Coavoux, Jérôme Goulian, Benjamin Lecouteux

Comments Accepted at ACL 2024

Knowledge-Driven Cross-Document Relation Extraction

Monika Jain, Raghava Mutharaju, Kuldeep Singh, Ramakanth Kavuluru

Comments Accepted in ACL 2024 Findings

Timeline-based Sentence Decomposition with In-Context Learning for Temporal Fact Extraction

Jianhao Chen, Haoyuan Ouyang, Junyang Ren, Wentao Ding, Wei Hu, Yuzhong Qu

Comments Accepted to ACL2024 main conference

Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective

Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung

Comments ACL Findings 2024

Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning

Chenyuan Wu, Gangwei Jiang, Defu Lian

Comments ACL 2024 Findings

Knowledge Fusion By Evolving Weights of Language Models

Guodong Du, Jing Li, Hanting Liu, Runhua Jiang, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang

Comments Accepted by ACL2024 Findings

Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit

Layla Bouzoubaa, Elham Aghakhani, Max Song, Minh Trinh, Rezvaneh Rezapour

Comments Findings of the Association for Computational Linguistics: ACL 2024

Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation

Hamidreza Rouzegar, Masoud Makrehchi

Comments Publisher: Association for Computational Linguistics URL: https://aclanthology.org/2024.law-1.10

Journal ref Proceedings of The 18th Linguistic Annotation Workshop (LAW-XVIII), 2024, pp. 98-111

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs

An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu

Comments Accepted as Findings of ACL 2024

Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback

Jiashuo Wang, Chunpu Xu, Chak Tou Leong, Wenjie Li, Jing Li

Comments ACL 2024 Findings

ESCoT: Towards Interpretable Emotional Support Dialogue Systems

Tenggan Zhang, Xinjie Zhang, Jinming Zhao, Li Zhou, Qin Jin

Comments Accepted to ACL 2024 (Long Paper)

LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction

Meiyun Wang, Kiyoshi Izumi, Hiroki Sakaji

Comments ACL(Findings)2024

Phased Instruction Fine-Tuning for Large Language Models

Wei Pang, Chuan Zhou, Xiao-Hua Zhou, Xiaojie Wang

Comments The final version, to be appear at ACL 2024 Findings

Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge

Zengkui Sun, Yijin Liu, Jiaan Wang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou

Comments ACL2024 Findings, Codes are at https://github.com/Acerkoo/DISCO

Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs

Zhiwei Cao, Qian Cao, Yu Lu, Ningxin Peng, Luyang Huang, Shanbo Cheng, Jinsong Su

Comments Accepted to ACL 2024

Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction

Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen

Comments Accepted to Findings of ACL 2024

Context versus Prior Knowledge in Language Models

Kevin Du, Vésteinn Snæbjarnarson, Niklas Stoehr, Jennifer C. White, Aaron Schein, Ryan Cotterell

Comments Long paper accepted at ACL 2024

Scope Ambiguities in Large Language Models

Gaurav Kamath, Sebastian Schuster, Sowmya Vajjala, Siva Reddy

Comments To be published in Transactions of the Association for Computational Linguistics

Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale

Xiang Hu, Pengyu Ji, Qingyang Zhu, Wei Wu, Kewei Tu

Comments accepted by ACL 2024

Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation

Xinyi Mou, Zhongyu Wei, Xuanjing Huang

Comments Accepted to findings of ACL 2024