ACL - arXivDaily 期刊&会议

2401.13919 2024-06-10 cs.CL cs.AI

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu

Comments Accepted to ACL 2024 (main). Code and data is released at https://github.com/MinorJerry/WebVoyager

2401.06766 2024-06-10 cs.CL

Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements

Anton Voronov, Lena Wolf, Max Ryabinin

Comments Accepted to Findings of ACL 2024. 24 pages, 10 figures. Code: https://github.com/yandex-research/mind-your-format

2401.02009 2024-06-10 cs.CL cs.AI

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives

Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu

Comments Accepted by ACL 2024 Main

2312.06924 2024-06-10 cs.CL

Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack

Yu Fu, Yufei Li, Wen Xiao, Cong Liu, Yue Dong

Comments Accepted to ACL2024 main

2311.17438 2024-06-10 cs.CL cs.AI

CLOMO: Counterfactual Logical Modification with Large Language Models

Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL 2024)

2311.08588 2024-06-10 cs.CL cs.AI cs.SE

CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation

Weixiang Yan, Haitian Liu, Yunkun Wang, Yunzhe Li, Qian Chen, Wen Wang, Tingyu Lin, Weishan Zhao, Li Zhu, Hari Sundaram, Shuiguang Deng

Comments Accepted by ACL 2024 main conference

2311.08374 2024-06-10 cs.CL

A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts

Nafis Irtiza Tripto, Saranya Venkatraman, Dominik Macko, Robert Moro, Ivan Srba, Adaku Uchendu, Thai Le, Dongwon Lee

Comments To appear in Association for Computational Linguistics (ACL 2024)

2310.04799 2024-06-10 cs.CL

Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages

Shih-Cheng Huang, Pin-Zu Li, Yu-Chi Hsu, Kuang-Ming Chen, Yu Tung Lin, Shih-Kai Hsiao, Richard Tzong-Han Tsai, Hung-yi Lee

Comments ACL 2024 camera-ready version

2309.11436 2024-06-10 cs.CL cs.AI cs.HC

You Only Look at Screens: Multimodal Chain-of-Action Agents

Zhuosheng Zhang, Aston Zhang

Comments Findings of ACL 2024

2308.10103 2024-06-10 cs.CV cs.AI cs.CL

ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations

Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Sakshi Singh, Sanjoy Chowdhury, Dinesh Manocha

Comments ACL 2024 Findings. Code: https://github.com/Sreyan88/ASPIRE

2406.04298 2024-06-07 cs.IR cs.CL

Measuring and Addressing Indexical Bias in Information Retrieval

Caleb Ziems, William Held, Jane Dwivedi-Yu, Diyi Yang

Comments ACL 2024

2406.04292 2024-06-07 cs.IR cs.CL cs.CV

VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval

Junjie Zhou, Zheng Liu, Shitao Xiao, Bo Zhao, Yongping Xiong

Comments Accepted to ACL 2024 main conference

2406.04286 2024-06-07 cs.CL cs.AI

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions

Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, C. K. Evuru, S Ramaneswaran, S Sakshi, Dinesh Manocha

Comments ACL 2024 Main Conference. Code and data: https://github.com/Sreyan88/ABEX

2406.04278 2024-06-07 cs.CL cs.HC

Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People

Dun-Ming Huang, Pol Van Rijn, Ilia Sucholutsky, Raja Marjieh, Nori Jacoby

Comments Accepted to Main Conference at ACL 2024

2406.04215 2024-06-07 cs.CL cs.AI cs.LG

mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans

Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe

Comments Accepted at Findings of ACL 2024

2406.04214 2024-06-07 cs.CL

ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models

Yuanyi Ren, Haoran Ye, Hanjun Fang, Xin Zhang, Guojie Song

Comments Accepted at ACL 2024

2406.04145 2024-06-07 cs.CL cs.AI

Every Answer Matters: Evaluating Commonsense with Probabilistic Measures

Qi Cheng, Michael Boratko, Pranay Kumar Yelugam, Tim O'Gorman, Nalini Singh, Andrew McCallum, Xiang Lorraine Li

Comments ACL 2024 Camera Ready

2406.04113 2024-06-07 cs.CL

Uncovering Limitations of Large Language Models in Information Seeking from Tables

Chaoxu Pang, Yixuan Cao, Chunhao Yang, Ping Luo

Comments Findings of ACL 2024

2406.04106 2024-06-07 cs.CL

Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster

Agostina Calabrese, Leonardo Neves, Neil Shah, Maarten W. Bos, Björn Ross, Mirella Lapata, Francesco Barbieri

Comments 11 pages, 14 figures, to be published at ACL 2024

2406.04064 2024-06-07 cs.CL cs.AI cs.CY

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models

Jisu Shin, Hoyun Song, Huije Lee, Soyeong Jeong, Jong C. Park

Comments Findings of ACL 2024

2406.03963 2024-06-07 cs.CL

A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential

Wei Tang, Yixin Cao, Jiahao Ying, Bo Wang, Yuyue Zhao, Yong Liao, Pengyuan Zhou

Comments Accepted to ACL'24 (Findings)

2406.03953 2024-06-07 cs.CL

Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech

Neemesh Yadav, Sarah Masud, Vikram Goyal, Vikram Goyal, Md Shad Akhtar, Tanmoy Chakraborty

Comments 17 Pages, 5 Figures, 13 Tables, ACL Findings 2024

2406.03878 2024-06-07 cs.CL

Decoder-only Streaming Transformer for Simultaneous Translation

Shoutao Guo, Shaolei Zhang, Yang Feng

Comments Accepted to ACL 2024. 14 pages, 10 Tables, 5 Figures

2406.03869 2024-06-07 cs.CL

Recovering document annotations for sentence-level bitext

Rachel Wicks, Matt Post, Philipp Koehn

Comments ACL 2024 Findings

2406.03853 2024-06-07 cs.CL

Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism

Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai

Comments Accepted by ACL 2024 (Findings)

2406.03792 2024-06-07 cs.CL

Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning

Naibin Gu, Peng Fu, Xiyu Liu, Bowen Shen, Zheng Lin, Weiping Wang

Comments Findings of ACL 2024

2406.03772 2024-06-07 cs.CL

Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure

Yang Hou, Zhenghua Li

Comments Findings of ACL 2024

2406.03746 2024-06-07 cs.CL cs.AI

Efficient Knowledge Infusion via KG-LLM Alignment

Zhouyu Jiang, Ling Zhong, Mengshu Sun, Jun Xu, Rui Sun, Hui Cai, Shuhan Luo, Zhiqiang Zhang

Comments ACL2024 Findings

2406.03725 2024-06-07 cs.CL

LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification

Chun Liu, Hongguang Zhang, Kainan Zhao, Xinghai Ju, Lin Yang

Comments ACL 2024 main conference

2406.03718 2024-06-07 cs.CR cs.AI cs.CL

Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning

Xiaohu Du, Ming Wen, Jiahao Zhu, Zifan Xie, Bin Ji, Huijun Liu, Xuanhua Shi, Hai Jin

Comments Accepted to ACL 2024 Findings