语言大模型 / LLM - arXivDaily 专题

2507.02745 2025-07-04 cs.HC 85%

Who's Sorry Now: User Preferences Among Rote, Empathic, and Explanatory Apologies from LLM Chatbots

Zahra Ashktorab, Alessandra Buccella, Jason D'Cruz, Zoe Fowler, Andrew Gill, Kei Yan Leung, P. D. Magnus, John Richards, Kush R. Varshney

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2505.24007 2025-06-30 cs.CV 85%

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model

Nokimul Hasan Arif, Shadman Rabby, Md Hefzul Hossain Papon, Sabbir Ahmed

专题命中知识编辑与模型理解：language model(title,abstract)；LLM(abstract)；large language model(abstract)

Comments Submitted for review in NCAA Springer, 21 pages, 4 figures, 4 Tables

2506.17203 2025-06-23 stat.AP 85%

Confidence Scoring for LLM-Generated SQL in Supply Chain Data Extraction

Jiekai Ma, Yikai Zhao

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments accepted by KDD workshop AI for Supply Chain 2025

2506.10922 2025-06-13 cs.LG cs.AI cs.CL 85%

Robustly Improving LLM Fairness in Realistic Settings via Interpretability

Adam Karvonen, Samuel Marks

机构 * Anthropic

专题命中知识编辑与模型理解：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

2506.02557 2025-06-04 cs.CV 85%

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models

Shizhan Gong, Yankai Jiang, Qi Dou, Farzan Farnia

专题命中知识编辑与模型理解：language model(title,abstract)；large language model(abstract)；foundation model(abstract)

Comments ICML 2025

2506.02514 2025-06-04 cs.HC 85%

To Embody or Not: The Effect Of Embodiment On User Perception Of LLM-based Conversational Agents

Kyra Wang, Boon-Kiat Quek, Jessica Goh, Dorien Herremans

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2505.22655 2025-05-29 cs.LG cs.AI cs.CL 85%

Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents

Michael Kirchhof, Gjergji Kasneci, Enkelejda Kasneci

专题命中知识编辑与模型理解：language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at ICML 2025

2505.21399 2025-05-28 cs.CL cs.AI cs.LG 85%

Factual Self-Awareness in Language Models: Representation, Robustness, and Scaling

Hovhannes Tamoyan, Subhabrata Dutta, Iryna Gurevych

机构 * Ubiquitous Knowledge Processing Lab (UKP Lab)（通用知识处理实验室）； Department of Computer Science（计算机科学系）； Hessian Center for AI (hessian.AI)（黑森人工智能中心）； Technical University of Darmstadt（达姆施塔特技术大学）

专题命中知识编辑与模型理解：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI、cs.LG

2505.12694 2025-05-20 cs.IR 85%

LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries

Kenya Abe, Kunihiro Takeoka, Makoto P. Kato, Masafumi Oyamada

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Accepted at SIGIR 2025 short paper track

2505.12237 2025-05-20 cs.CV 85%

From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations

Yuzhi Li, Haojun Xu, Feng Tian

机构 * Shanghai University（上海大学）

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2505.03075 2025-05-07 cs.IR 85%

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

Zhengliang Shi, Lingyong Yan, Weiwei Sun, Yue Feng, Pengjie Ren, Xinyu Ma, Shuaiqiang Wang, Dawei Yin, Maarten de Rijke, Zhaochun Ren

专题命中知识编辑与模型理解：language model(title,abstract)；LLM(abstract)；large language model(abstract)

2502.18881 2025-05-06 cs.HC 85%

Letters from Future Self: Augmenting the Letter-Exchange Exercise with LLM-based Agents to Enhance Young Adults' Career Exploration

Hayeon Jeon, Suhwoo Yoon, Keyeun Lee, Seo Hyeong Kim, Esther Hehsun Kim, Seonghye Cho, Yena Ko, Soeun Yang, Laura Dabbish, John Zimmerman, Eun-mee Kim, Hajin Lim

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 21 pages, 9 figures, Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (Best Paper Award, Top 1%)

2504.13052 2025-04-18 cs.CR 85%

GraphAttack: Exploiting Representational Blindspots in LLM Safety Mechanisms

Sinan He, An Wang

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2504.03444 2025-04-08 cs.DC 85%

LLMSched: Uncertainty-Aware Workload Scheduling for Compound LLM Applications

Botao Zhu, Chen Chen, Xiaoyi Fan, Yifei Zhu

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments This paper is accepted by 45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025)

2408.03095 2025-04-01 cs.SE 85%

TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration

Siqi Gu, Quanjun Zhang, Kecheng Li, Chunrong Fang, Fangyuan Tian, Liuchuan Zhu, Jianyi Zhou, Zhenyu Chen

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2503.20188 2025-03-27 cs.CV 85%

Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector

Xiao Guo, Xiufeng Song, Yue Zhang, Xiaohong Liu, Xiaoming Liu

专题命中知识编辑与模型理解：language model(title,abstract)；LLM(abstract)；large language model(abstract)

Comments 8 figures; 6 tables

2503.08588 2025-03-12 cs.CL cs.AI cs.CY cs.LG 85%

BiasEdit: Debiasing Stereotyped Language Models via Model Editing

Xin Xu, Wei Xu, Ningyu Zhang, Julian McAuley

专题命中知识编辑与模型理解：language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted by TrustNLP @ NAACL 2025

2406.16985 2025-02-25 cs.LG cs.AI cs.CL 85%

Unveiling LLM Mechanisms Through Neural ODEs and Control Theory

Yukun Zhang, Qi Dong

专题命中知识编辑与模型理解：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

2502.13632 2025-02-20 cs.LG cs.AI cs.CL 85%

Concept Layers: Enhancing Interpretability and Intervenability via LLM Conceptualization

Or Raphael Bidusa, Shaul Markovitch

专题命中知识编辑与模型理解：LLM(title)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

2411.14257 2025-02-11 cs.CL cs.AI cs.LG 85%

Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Javier Ferrando, Oscar Obeso, Senthooran Rajamanoharan, Neel Nanda

专题命中知识编辑与模型理解：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at ICLR 2025

2501.07224 2025-01-14 cs.RO 85%

Touched by ChatGPT: Using an LLM to Drive Affective Tactile Interaction

Qiaoqiao Ren, Tony Belpaeme

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2501.04908 2025-01-10 cs.PL cs.AR 85%

HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers

Yiyao Yang, Fu Teng, Pengju Liu, Mengnan Qi, Chenyang Lv, Ji Li, Xuhong Zhang, Zhezhi He

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2404.14233 2025-01-07 cs.CV cs.AI cs.CL cs.LG 85%

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback

Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Fangxun Shu, Hao Jiang, Linchao Zhu

专题命中知识编辑与模型理解：language model(title,abstract)；preference optimization(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments repo: https://github.com/Mr-Loevan/HSA-DPO

2406.16254 2024-11-11 cs.LG cs.AI cs.CL 85%

Confidence Regulation Neurons in Language Models

Alessandro Stolfo, Ben Wu, Wes Gurnee, Yonatan Belinkov, Xingyi Song, Mrinmaya Sachan, Neel Nanda

专题命中知识编辑与模型理解：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NeurIPS 2024

2410.11815 2024-10-16 cs.CV 85%

SGEdit: Bridging LLM with Text2Image Generative Model for Scene Graph-based Image Editing

Zhiyuan Zhang, DongDong Chen, Jing Liao

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Accepted by ACM Transactions on Graphics and SIGGRAPH Asia 2024. Project page: https://bestzzhang.github.io/SGEdit

2410.10039 2024-10-15 cs.MA 85%

A Multi-LLM Orchestration Engine for Personalized, Context-Rich Assistance

Sumedh Rasal

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2409.00558 2024-09-30 cs.CV 85%

Compositional 3D-aware Video Generation with LLM Director

Hanxin Zhu, Tianyu He, Anni Tang, Junliang Guo, Zhibo Chen, Jiang Bian

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Journal ref NeurIPS 2024

2407.15051 2024-09-17 cs.CV 85%

Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval

Yiyang Jiang, Wengyu Zhang, Xulu Zhang, Xiaoyong Wei, Chang Wen Chen, Qing Li

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments Accepted to ACM Multimedia 2024

2404.03163 2024-09-17 cs.CL cs.AI cs.LG stat.ML 85%

Uncertainty in Language Models: Assessment through Rank-Calibration

Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban

专题命中知识编辑与模型理解：language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI、cs.LG

2408.10794 2024-08-21 cs.CV 85%

Tapping in a Remote Vehicle's onboard LLM to Complement the Ego Vehicle's Field-of-View

Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger

专题命中知识编辑与模型理解：LLM(title,abstract)；large language model(abstract)；language model(abstract)

Comments 50th Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA) 2024 - WiP

1. 知识编辑与模型理解 7539 篇

Who's Sorry Now: User Preferences Among Rote, Empathic, and Explanatory Apologies from LLM Chatbots

Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model

Confidence Scoring for LLM-Generated SQL in Supply Chain Data Extraction

Robustly Improving LLM Fairness in Realistic Settings via Interpretability

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models

To Embody or Not: The Effect Of Embodiment On User Perception Of LLM-based Conversational Agents

Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents

Factual Self-Awareness in Language Models: Representation, Robustness, and Scaling

LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries

From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

Letters from Future Self: Augmenting the Letter-Exchange Exercise with LLM-based Agents to Enhance Young Adults' Career Exploration

GraphAttack: Exploiting Representational Blindspots in LLM Safety Mechanisms

LLMSched: Uncertainty-Aware Workload Scheduling for Compound LLM Applications

TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration

Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector

BiasEdit: Debiasing Stereotyped Language Models via Model Editing

Unveiling LLM Mechanisms Through Neural ODEs and Control Theory

Concept Layers: Enhancing Interpretability and Intervenability via LLM Conceptualization

Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models

Touched by ChatGPT: Using an LLM to Drive Affective Tactile Interaction

HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback

Confidence Regulation Neurons in Language Models

SGEdit: Bridging LLM with Text2Image Generative Model for Scene Graph-based Image Editing

A Multi-LLM Orchestration Engine for Personalized, Context-Rich Assistance

Compositional 3D-aware Video Generation with LLM Director

Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval

Uncertainty in Language Models: Assessment through Rank-Calibration

Tapping in a Remote Vehicle's onboard LLM to Complement the Ego Vehicle's Field-of-View