ACL - arXivDaily 期刊&会议

2402.14700 2024-05-31 cs.CL

Unveiling Linguistic Regions in Large Language Models

Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang

Comments Accepted by ACL 2024. Camera-Ready Version

2405.19958 2024-05-31 cs.CL cs.AI

Multi-Aspect Controllable Text Generation with Disentangled Counterfactual Augmentation

Yi Liu, Xiangyu Liu, Xiangrong Zhu, Wei Hu

Comments Accepted in the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)

2405.19856 2024-05-31 cs.CL cs.SE

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories

Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li

Comments Accepted by the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). arXiv admin note: substantial text overlap with arXiv:2404.00599, arXiv:2401.06401

2405.19782 2024-05-31 cs.SE cs.CL

Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion

Wei Cheng, Yuhan Wu, Wei Hu

Comments Accepted in the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)

2405.19763 2024-05-31 cs.CL

Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding

Kuo Liao, Shuang Li, Meng Zhao, Liqun Liu, Mengge Xue, Zhenyu Hu, Honglin Han, Chengguo Yin

Comments Accept at ACL2024 Main

2405.19744 2024-05-31 cs.CL cs.AI

X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions

Chong Li, Wen Yang, Jiajun Zhang, Jinliang Lu, Shaonan Wang, Chengqing Zong

Comments ACL 2024. Our codes, data and model weights are available at https://github.com/ZNLP/X-Instruction

2405.19465 2024-05-31 cs.CV

RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter

Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li

Comments Accepted by ACL 2024 Findings

2405.15924 2024-05-31 cs.CL

SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation

Kun Zhao, Bohao Yang, Chen Tang, Chenghua Lin, Liang Zhan

Comments Accepted by ACL2024 Findings

2402.14808 2024-05-31 cs.CL

RelayAttention for Efficient Large Language Model Serving with Long System Prompts

Lei Zhu, Xinjiang Wang, Wayne Zhang, Rynson W. H. Lau

Comments accepted by the ACL 2024 main conference

2402.13494 2024-05-31 cs.CL cs.CR

GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis

Yueqi Xie, Minghong Fang, Renjie Pi, Neil Gong

Comments Accepted to ACL 2024 Main

2402.12786 2024-05-31 cs.CL eess.AS

Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations

Guan-Ting Lin, Cheng-Han Chiang, Hung-yi Lee

Comments Accepted by ACL 2024

2402.12174 2024-05-31 cs.CL

BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence

Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou

Comments Accepted by ACL 2024 Findings

2402.12052 2024-05-31 cs.CL

Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs

Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen

Comments Accepted by ACL 2024 main conference. Repo: https://github.com/plageon/SlimPLM

2402.10466 2024-05-31 cs.CL cs.AI

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook

Comments ACL 2024 Main. Code available at: https://github.com/facebookresearch/FnCTOD

2402.06967 2024-05-31 cs.CL cs.AI

Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue

Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, Wenjie Li, Xiao-Yong Wei

Comments Accepted by ACL 2024

2401.14016 2024-05-31 cs.CL

Towards Uncertainty-Aware Language Agent

Jiuzhou Han, Wray Buntine, Ehsan Shareghi

Comments Our code and data are at https://uala-agent.github.io. (accepted to ACL 2024 Findings). arXiv admin note: text overlap with arXiv:2310.05915

2401.10189 2024-05-31 cs.CL cs.AI cs.LG

Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction

Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji

Comments 16 pages. Accepted by Findings of the Association for Computational Linguistics: EACL 2024. Code and resources are available at https://github.com/EagleW/Chem-FINESE

2401.02415 2024-05-31 cs.CL

LLaMA Pro: Progressive LLaMA with Block Expansion

Chengyue Wu, Yukang Gan, Yixiao Ge, Zeyu Lu, Jiahao Wang, Ye Feng, Ying Shan, Ping Luo

Comments Accepted by ACL 2024, Main Conference

2312.10160 2024-05-31 cs.CL

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning

Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R. Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji

Comments ACL 2024 Findings

2309.08952 2024-05-31 cs.CL cs.AI

Cross-Lingual Knowledge Editing in Large Language Models

Jiaan Wang, Yunlong Liang, Zengkui Sun, Yuxuan Cao, Jiarong Xu, Fandong Meng

Comments Accepted to ACL 2024 main conference

2305.12392 2024-05-31 cs.CL

PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs

Jiuzhou Han, Nigel Collier, Wray Buntine, Ehsan Shareghi

Comments Our code and data are at https://github.com/Jiuzhouh/PiVe (accepted to ACL 2024 Findings)

2405.19226 2024-05-30 cs.CV cs.MM

ContextBLIP: Doubly Contextual Alignment for Contrastive Image Retrieval from Linguistically Complex Descriptions

Honglin Lin, Siyu Li, Guoshun Nan, Chaoyue Tang, Xueting Wang, Jingxin Xu, Rong Yankai, Zhili Zhou, Yutong Gao, Qimei Cui, Xiaofeng Tao

Comments Accepted in ACL 2024 Findings

2405.19109 2024-05-30 cs.CL

PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering

Fangzhi Xu, Qika Lin, Tianzhe Zhao, Jiawei Han, Jun Liu

Comments Accepted by ACL 2024

2405.19094 2024-05-30 cs.CL cs.AI

Faithful Chart Summarization with ChaTS-Pi

Syrine Krichene, Francesco Piccinno, Fangyu Liu, Julian Martin Eisenschlos

Comments To be published in the proceedings of the 2024 Annual Meeting of the Association for Computational Linguistics

2405.18974 2024-05-30 cs.CL

Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection

Songtao Liu, Bang Wang, Wei Xiang, Han Xu, Minghua Xu

Comments 13pages, 4 figures (Accepted to Findings of ACL 2024)

2405.18922 2024-05-30 cs.CL

Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective

Chenze Shao, Fandong Meng, Jiali Zeng, Jie Zhou

Comments ACL 2024 main conference

2405.18035 2024-05-30 cs.CL

Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis

Guangmin Zheng, Jin Wang, Liang-Chih Yu, Xuejie Zhang

Comments ACL Findings 2024

2405.12689 2024-05-30 cs.CL cs.AI

Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text

Yafu Li, Zhilin Wang, Leyang Cui, Wei Bi, Shuming Shi, Yue Zhang

Comments ACL 2024 Findings

2405.11919 2024-05-30 cs.LG cs.AI cs.CL

On Efficient and Statistical Quality Estimation for Data Annotation

Jan-Christoph Klie, Juan Haladjian, Marc Kirchner, Rahul Nair

Comments Accepted to ACL 2024

2403.01774 2024-05-30 cs.CL

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations

Haolin Deng, Chang Wang, Xin Li, Dezhang Yuan, Junlang Zhan, Tianhua Zhou, Jin Ma, Jun Gao, Ruifeng Xu

Comments 20 pages, 7 figures, accepted to ACL 2024 main conference