ACL - arXivDaily 期刊&会议

2403.00226 2024-06-04 cs.CL

A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection

Taichi Aida, Danushka Bollegala

Comments Findings of ACL2024

2402.14809 2024-06-04 cs.CL cs.AI cs.LG

CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

Zicheng Lin, Zhibin Gou, Tian Liang, Ruilin Luo, Haowei Liu, Yujiu Yang

Comments ACL 2024 Findings

2402.12774 2024-06-04 cs.IR

Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding

Yiruo Cheng, Kelong Mao, Zhicheng Dou

Comments Accepted by ACL 2024. Repo: https://github.com/Ariya12138/ConvInv

2402.11896 2024-06-04 cs.CL

SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning

Zhihao Wen, Jie Zhang, Yuan Fang

Comments Accepted by ACL 2024, 17 pages

2402.07616 2024-06-04 cs.CL cs.AI

Anchor-based Large Language Models

Jianhui Pang, Fanghua Ye, Derek Fai Wong, Xin He, Wanshun Chen, Longyue Wang

Comments The paper has been accepted by the ACL2024 conference. Work was done when Jianhui Pang and Fanghua Ye were interning at Tencent AI Lab

2401.04518 2024-06-04 cs.CL cs.AI

The Critique of Critique

Shichao Sun, Junlong Li, Weizhe Yuan, Ruifeng Yuan, Wenjie Li, Pengfei Liu

Comments Accepted to Findings of ACL 2024

2311.16720 2024-06-04 cs.IR

A Two-Stage Adaptation of Large Language Models for Text Ranking

Longhui Zhang, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Min Zhang

Comments Accepted to Findings of ACL 2024. Code and models available at https://github.com/Alibaba-NLP/RankingGPT

2311.04044 2024-06-04 cs.CL cs.CR

PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models

Haoran Li, Dadi Guo, Donghao Li, Wei Fan, Qi Hu, Xin Liu, Chunkit Chan, Duanyi Yao, Yuan Yao, Yangqiu Song

Comments To appear at ACL 2024

2306.17820 2024-06-04 cs.CL

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models

Yiming Wang, Zhuosheng Zhang, Pei Zhang, Baosong Yang, Rui Wang

Comments Accepted by ACL 2024 Findings

2405.20978 2024-06-03 cs.AI

Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training

Feiteng Fang, Yuelin Bai, Shiwen Ni, Min Yang, Xiaojun Chen, Ruifeng Xu

Journal ref ACL 2024, Main Conference

2405.20902 2024-06-03 cs.CL cs.AI cs.CR

Preemptive Answer "Attacks" on Chain-of-Thought Reasoning

Rongwu Xu, Zehan Qi, Wei Xu

Comments Accepted to ACL'24 (Findings). Camera-ready version

2405.20846 2024-06-03 cs.CL cs.AI

Don't Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models

A. Bavaresco, A. Testoni, R. Fernández

Comments Accepted to the main conference ACL 2024

2405.20833 2024-06-03 cs.CL

That's Optional: A Contemporary Exploration of "that" Omission in English Subordinate Clauses

Ella Rabinovich

Comments ACL2024 (main conference), 8 pages

2405.20649 2024-06-03 cs.CL cs.LG

Reward-based Input Construction for Cross-document Relation Extraction

Byeonghu Na, Suhyeon Jo, Yeongmin Kim, Il-Chul Moon

Comments Accepted at ACL 2024 main conference

2405.20608 2024-06-03 cs.CL

Identifying while Learning for Document Event Causality Identification

Cheng Liu, Wei Xiang, Bang Wang

Comments Accepted at ACL 2024

2405.20588 2024-06-03 cs.CL

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models

Taolin Zhang, Qizhou Chen, Dongyang Li, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue, Jun Huang

Comments ACL2024 findings

2405.13350 2024-06-03 cs.CL cs.LG

Efficacy of ByT5 in Multilingual Translation of Biblical Texts for Underrepresented Languages

Corinne Aars, Lauren Adams, Xiaokan Tian, Zhaoyu Wang, Colton Wismer, Jason Wu, Pablo Rivas, Korn Sooksatra, Matthew Fendt

Comments LXAI Workshop at the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)

2403.01289 2024-06-03 cs.CL

Greed is All You Need: An Evaluation of Tokenizer Inference Methods

Omri Uzan, Craig W. Schmidt, Chris Tanner, Yuval Pinter

Comments ACL 2024 (main)

2402.17810 2024-06-03 q-bio.QM cs.AI cs.CE cs.LG q-bio.BM

BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning

Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan

Comments Accepted by ACL 2024 (Findings)

2402.15938 2024-06-03 cs.CL cs.AI cs.CR cs.LG cs.SE

Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models

Yihong Dong, Xue Jiang, Huanyu Liu, Zhi Jin, Bin Gu, Mengfei Yang, Ge Li

Comments Accepted to ACL

2402.08638 2024-06-03 cs.CL

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages

Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, Sanchit Ahuja, Alham Fikri Aji, Vladimir Araujo, Abinew Ali Ayele, Pavan Baswani, Meriem Beloucif, Chris Biemann, Sofia Bourhim, Christine De Kock, Genet Shanko Dekebo, Oumaima Hourrane, Gopichand Kanumolu, Lokesh Madasu, Samuel Rutunda, Manish Shrivastava, Thamar Solorio, Nirmal Surange, Hailegnaw Getaneh Tilaye, Krishnapriya Vishnubhotla, Genta Winata, Seid Muhie Yimam, Saif M. Mohammad

Comments Accepted to the Findings of ACL 2024

2401.00368 2024-06-03 cs.CL cs.IR

Improving Text Embeddings with Large Language Models

Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei

Comments Accepted by ACL 2024

2312.09085 2024-06-03 cs.CL cs.AI cs.CR cs.CY

The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation

Rongwu Xu, Brian S. Lin, Shujian Yang, Tianqi Zhang, Weiyan Shi, Tianwei Zhang, Zhixuan Fang, Wei Xu, Han Qiu

Comments Accepted to ACL'24 (Main). Camera-ready version

2311.09510 2024-06-03 cs.CL

Tailoring with Targeted Precision: Edit-Based Agents for Open-Domain Procedure Customization

Yash Kumar Lal, Li Zhang, Faeze Brahman, Bodhisattwa Prasad Majumder, Peter Clark, Niket Tandon

Comments Camera ready version accepted to Findings of ACL 2024

2310.00835 2024-06-03 cs.CL

TRAM: Benchmarking Temporal Reasoning for Large Language Models

Yuqing Wang, Yun Zhao

Comments Findings of ACL 2024

2405.20341 2024-05-31 cs.LG cs.CL

From Zero to Hero: Cold-Start Anomaly Detection

Tal Reiss, George Kour, Naama Zwerdling, Ateret Anaby-Tavor, Yedid Hoshen

Comments ACL 2024. Our code is available at https://github.com/talreiss/ColdFusion

2405.20315 2024-05-31 cs.CL cs.AI

ANAH: Analytical Annotation of Hallucinations in Large Language Models

Ziwei Ji, Yuzhe Gu, Wenwei Zhang, Chengqi Lyu, Dahua Lin, Kai Chen

Comments Accepted by ACL 2024

2405.20253 2024-05-31 cs.CL

Evaluating Large Language Model Biases in Persona-Steered Generation

Andy Liu, Mona Diab, Daniel Fried

Comments Accepted to Findings of ACL 2024. Code and data available at https://github.com/andyjliu/persona-steered-generation-bias

2402.15159 2024-05-31 cs.CL cs.AI cs.CR cs.LG

Machine Unlearning of Pre-trained Large Language Models

Jin Yao, Eli Chien, Minxin Du, Xinyao Niu, Tianhao Wang, Zezhou Cheng, Xiang Yue

Comments ACL 2024 main. Code and data at https://github.com/yaojin17/Unlearning_LLM

2402.14800 2024-05-31 cs.CL cs.AI cs.LG

Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Xudong Lu, Qi Liu, Yuhui Xu, Aojun Zhou, Siyuan Huang, Bo Zhang, Junchi Yan, Hongsheng Li

Comments Mixture-of-Experts Large Language Models, ACL2024