ACL - arXivDaily 期刊&会议

2402.13113 2024-06-04 cs.CL

When Only Time Will Tell: Interpreting How Transformers Process Local Ambiguities Through the Lens of Restart-Incrementality

Brielen Madureira, Patrick Kahardipraja, David Schlangen

Comments Accepted to ACL 2024

2402.12026 2024-06-04 cs.CL cs.AI cs.CR

Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space

Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng, Gongshen Liu

Comments Accepted at ACL 2024 (Long Paper. Main Conference)

2402.11941 2024-06-04 cs.CL

CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

Comments ACL'2024 Findings

2402.11900 2024-06-04 cs.CL

Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models

Tianjie Ju, Yijin Chen, Xinwei Yuan, Zhuosheng Zhang, Wei Du, Yubin Zheng, Gongshen Liu

Comments Accepted at ACL 2024 (Long Paper. Main Conference)

2402.11248 2024-06-04 cs.CV

CoLLaVO: Crayon Large Language and Vision mOdel

Byung-Kwan Lee, Beomchan Park, Chae Won Kim, Yong Man Ro

Comments ACL 2024 Findings. Code available: https://github.com/ByungKwanLee/CoLLaVO

2402.11078 2024-06-04 cs.LG cs.AI cs.CL

Model Editing by Standard Fine-Tuning

Govind Gangadhar, Karl Stratos

Comments Findings of ACL 2024

2402.11073 2024-06-04 cs.CL cs.AI

AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators

Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash, Markus Leippold

Comments ACL2024 Main Conference

2402.11058 2024-06-04 cs.CV cs.CL

II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering

Jihyung Kil, Farideh Tavazoee, Dongyeop Kang, Joo-Kyung Kim

Comments Accepted to ACL 2024 Findings

2402.09378 2024-06-04 eess.AS cs.SD

MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech

Shengpeng Ji, Ziyue Jiang, Hanting Wang, Jialong Zuo, Zhou Zhao

Comments Accepted by ACL 2024 (Main Conference)

2402.09259 2024-06-04 cs.CL cs.AI

SyntaxShap: Syntax-aware Explainability Method for Text Generation

Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady

Comments Accepted to ACL 2024

2402.06044 2024-06-04 cs.AI cs.CL

OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models

Hainiu Xu, Runcong Zhao, Lixing Zhu, Jinhua Du, Yulan He

Comments ACL 2024

2402.04601 2024-06-04 cs.CL cs.AI

Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector

Haihui Yang, Xiaojun Quan

Comments Accepted to Findings of ACL 2024

2402.04251 2024-06-04 cs.CL

Linear-time Minimum Bayes Risk Decoding with Reference Aggregation

Jannis Vamvas, Rico Sennrich

Comments ACL 2024

2401.17167 2024-06-04 cs.CL

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu

Comments Accepted by ACL2024 Findings

2401.11356 2024-06-04 cs.CL

ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution

Xuanming Zhang, Zixun Chen, Zhou Yu

Comments In ACL 2024 Findings, 19 pages, 4 figures, 14 tables

2401.10695 2024-06-04 cs.CL

LangBridge: Multilingual Reasoning Without Multilingual Supervision

Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat, Minjoon Seo

Comments ACL 2024 Main

2401.07105 2024-06-04 cs.CL cs.AI cs.LG

Graph Language Models

Moritz Plenz, Anette Frank

Comments Accepted at ACL 2024. 9 pages, 10 figures, 9 tables

2401.04514 2024-06-04 cs.SE cs.CL cs.IR cs.LG

Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search

Haochen Li, Xin Zhou, Zhiqi Shen

Comments Accepted to ACL 2024

2312.14867 2024-06-04 cs.CV cs.AI cs.CL cs.MM

VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation

Max Ku, Dongfu Jiang, Cong Wei, Xiang Yue, Wenhu Chen

Comments Accepted to ACL2024 main

2312.10302 2024-06-04 cs.CL cs.AI

One-Shot Learning as Instruction Data Prospector for Large Language Models

Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li

Comments ACL 2024

2311.09071 2024-06-04 cs.CL cs.AI

How Vocabulary Sharing Facilitates Multilingualism in LLaMA?

Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li

Comments ACL-2024 Findings

2311.08045 2024-06-04 cs.CL cs.AI cs.LG

Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game

Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Tianhao Hu, Peixin Cao, Nan Du, Xiaolong Li

Comments Accepted by ACL2024 findings

2309.08637 2024-06-04 cs.CL cs.AI

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild

Huayang Li, Siheng Li, Deng Cai, Longyue Wang, Lemao Liu, Taro Watanabe, Yujiu Yang, Shuming Shi

Comments Findings of ACL 2024

2306.06427 2024-06-04 cs.CL

Boosting Language Models Reasoning with Chain-of-Knowledge Prompting

Jianing Wang, Qiushi Sun, Xiang Li, Ming Gao

Comments ACL 2024

2406.00562 2024-06-04 cs.CL

SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing

Heidi C. Zhang, Sina J. Semnani, Farhad Ghassemi, Jialiang Xu, Shicheng Liu, Monica S. Lam

Comments ACL Findings 2024

2406.00507 2024-06-04 cs.CL cs.AI

Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization

Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu

Comments Accepted to Findings of ACL 2024

2406.00303 2024-06-04 cs.CL cs.AI

Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning

Sangwon Ryu, Heejin Do, Yunsu Kim, Gary Geunbae Lee, Jungseul Ok

Comments ACL 2024

2405.12063 2024-06-04 cs.CL

CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models

Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua

Comments Accepted to ACL 2024. Camera Ready. Our dataset is available at https://github.com/zt991211/CLAMBER

2405.12059 2024-06-04 cs.CL

STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents

Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua

Comments Accepted to Findings of ACL 2024. Camera Ready

2405.11912 2024-06-04 cs.CL cs.HC

ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation

Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv

Comments Accepted to ACL 2024. Camera Ready