语言大模型 / LLM - arXivDaily 专题

2505.03467 2025-05-07 cs.CL 89%

Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis

Shuang Zhou, Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton, Jacob Cogan, Yuen-Hei Chung, Lei Tian, Zaifu Zhan, Yu Hou, Mingquan Lin, Genevieve B. Melton, Rui Zhang

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

Comments 22 pages, 8 figures

2504.14287 2025-04-22 cs.CL cs.CY 89%

Probing the Subtle Ideological Manipulation of Large Language Models

Demetris Paschalides, George Pallis, Marios D. Dikaiakos

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

2504.12012 2025-04-17 cs.AI cs.HC 89%

Purposefully Induced Psychosis (PIP): Embracing Hallucination as Imagination in Large Language Models

Kris Pilcher, Esen K. Tütüncü

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

Comments 5 pages, 3 figures

2504.02963 2025-04-07 cs.CR cs.AI 89%

Digital Forensics in the Age of Large Language Models

Zhipeng Yin, Zichong Wang, Weifeng Xu, Jun Zhuang, Pallab Mozumder, Antoinette Smith, Wenbin Zhang

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

2504.01644 2025-04-03 cs.AI cs.RO 89%

Proposition of Affordance-Driven Environment Recognition Framework Using Symbol Networks in Large Language Models

Kazuma Arii, Satoshi Kurihara

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

2503.14392 2025-03-19 cs.CL 89%

From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models

Qiantong Wang

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

Comments 7 pages

2503.09335 2025-03-13 cs.RO cs.AI 89%

NVP-HRI: Zero Shot Natural Voice and Posture-based Human-Robot Interaction via Large Language Model

Yuzhi Lai, Shenghai Yuan, Youssef Nassar, Mingyu Fan, Thomas Weber, Matthias Rätsch

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

Comments This work has been accepted for publication in ESWA @ 2025 Elsevier. Personal use of this material is permitted. Permission from Elsevier must be obtained for all other uses, including reprinting/redistribution, creating new works, or reuse of any copyrighted components of this work in other media

2503.06948 2025-03-11 cs.CV cs.AI 89%

Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection

Wentao Wu, Chenglong Li, Xiao Wang, Bin Luo, Qi Liu

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

2401.12846 2025-02-21 cs.AI 89%

How well can a large language model explain business processes as perceived by users?

Dirk Fahland, Fabiana Fournier, Lior Limonad, Inna Skarbovsky, Ava J. E. Swevels

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

Comments 42 pages, 13 figures

Journal ref Data & Knowledge Engineering, Volume 157, May 2025

2502.08009 2025-02-13 cs.CL 89%

The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models

Artem Kirsanov, Chi-Ning Chou, Kyunghyun Cho, SueYeon Chung

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

Comments To appear in NAACL Findings 2025

2502.07629 2025-02-12 cs.HC cs.CL 89%

Exploring Mobile Touch Interaction with Large Language Models

Tim Zindulka, Jannek Sekowski, Florian Lehmann, Daniel Buschek

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

Comments 21 pages, 16 figures, 3 tables, ACM CHI 2025

2411.07457 2025-01-23 cs.CL 89%

DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises

Nan Xu, Xuezhe Ma

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

2501.11041 2025-01-22 cs.CL 89%

Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach

Jingyuan Yang, Dapeng Chen, Yajing Sun, Rongjun Li, Zhiyong Feng, Wei Peng

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

2412.14867 2024-12-20 cs.CL 89%

Graph-Convolutional Networks: Named Entity Recognition and Large Language Model Embedding in Document Clustering

Imed Keraghel, Mohamed Nadif

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

Comments 11 pages, 4 figures

2412.08201 2024-12-12 cs.CR cs.LG 89%

Model-Editing-Based Jailbreak against Safety-aligned Large Language Models

Yuxi Li, Zhibo Zhang, Kailong Wang, Ling Shi, Haoyu Wang

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

2411.07858 2024-12-10 cs.CL 89%

Verbosity $\neq$ Veracity: Demystify Verbosity Compensation Behavior of Large Language Models

Yusen Zhang, Sarkar Snigdha Sarathi Das, Rui Zhang

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

Comments 22 pages, 7 figures

2411.07656 2024-12-03 cs.CL cs.MA 89%

Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach

Tianyi Huang, Arya Somasundaram

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

Comments NeurIPS 2024 Queer in AI Workshop

2411.14457 2024-11-25 cs.LG 89%

Guiding Reinforcement Learning Using Uncertainty-Aware Large Language Models

Maryam Shoaeinaeini, Brent Harrison

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

Comments 8 pages, 7 figures

2411.10069 2024-11-18 cs.CL cs.PF 89%

Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity

Zichen Song, Sitan Huang, Yuxin Wu, Zhongfeng Kang

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

Comments 20 pages, 5 figures

2406.11275 2024-11-13 cs.CL 89%

Self-training Large Language Models through Knowledge Detection

Wei Jie Yeo, Teddy Ferdinan, Przemyslaw Kazienko, Ranjan Satapathy, Erik Cambria

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

Comments EMNLP Findings 2024

2411.06076 2024-11-12 q-fin.ST cs.LG 89%

BreakGPT: Leveraging Large Language Models for Predicting Asset Price Surges

Aleksandr Simonyan

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

2410.18270 2024-10-25 cs.CL 89%

Multilingual Hallucination Gaps in Large Language Models

Cléa Chataigner, Afaf Taïk, Golnoosh Farnadi

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

2410.11366 2024-10-16 cs.CL 89%

LargePiG: Your Large Language Model is Secretly a Pointer Generator

Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu

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

Comments 24 pages

2406.00244 2024-10-14 cs.CL 89%

Controlling Large Language Model Agents with Entropic Activation Steering

Nate Rahn, Pierluca D'Oro, Marc G. Bellemare

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

2410.00250 2024-10-02 cs.CL 89%

A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification

Marina Ribeiro, Bárbara Malcorra, Natália B. Mota, Rodrigo Wilkens, Aline Villavicencio, Lilian C. Hubner, César Rennó-Costa

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

Comments 27 pages, 6 figures, authors Marina Ribeiro and Bárbara Malcorra have equal contribution, César Rennó-Costa is the corresponding author

2405.16908 2024-09-27 cs.CL 89%

Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?

Gal Yona, Roee Aharoni, Mor Geva

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

Comments To appear in EMNLP 2024 (main conference)

2409.06297 2024-09-11 cs.IR cs.HC cs.LG 89%

User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study

Julien Albert, Martin Balfroid, Miriam Doh, Jeremie Bogaert, Luca La Fisca, Liesbet De Vos, Bryan Renard, Vincent Stragier, Emmanuel Jean

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

Comments Presented to the Dutch-Belgian Workshop on Recommender Systems 2023 (14-15 December, 2023 - Antwerp, Belgium)

2408.13985 2024-09-10 cs.CL 89%

TF-Attack: Transferable and Fast Adversarial Attacks on Large Language Models

Zelin Li, Kehai Chen, Lemao Liu, Xuefeng Bai, Mingming Yang, Yang Xiang, Min Zhang

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

Comments 14 pages, 6 figures

2402.16696 2024-08-29 cs.CL 89%

Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models

Anchun Gui, Jian Li, Yong Dai, Nan Du, Han Xiao

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

Comments 20 pages, 18 figures

2408.10668 2024-08-27 cs.CR cs.AI 89%

Probing the Safety Response Boundary of Large Language Models via Unsafe Decoding Path Generation

Haoyu Wang, Bingzhe Wu, Yatao Bian, Yongzhe Chang, Xueqian Wang, Peilin Zhao

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

1. 知识编辑与模型理解 7565 篇

Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis

Probing the Subtle Ideological Manipulation of Large Language Models

Purposefully Induced Psychosis (PIP): Embracing Hallucination as Imagination in Large Language Models

Digital Forensics in the Age of Large Language Models

Proposition of Affordance-Driven Environment Recognition Framework Using Symbol Networks in Large Language Models

From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models

NVP-HRI: Zero Shot Natural Voice and Posture-based Human-Robot Interaction via Large Language Model

Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection

How well can a large language model explain business processes as perceived by users?

The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models

Exploring Mobile Touch Interaction with Large Language Models

DecoPrompt : Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises

Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach

Graph-Convolutional Networks: Named Entity Recognition and Large Language Model Embedding in Document Clustering

Model-Editing-Based Jailbreak against Safety-aligned Large Language Models

Verbosity $\neq$ Veracity: Demystify Verbosity Compensation Behavior of Large Language Models

Mitigating Bias in Queer Representation within Large Language Models: A Collaborative Agent Approach

Guiding Reinforcement Learning Using Uncertainty-Aware Large Language Models

Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity

Self-training Large Language Models through Knowledge Detection

BreakGPT: Leveraging Large Language Models for Predicting Asset Price Surges

Multilingual Hallucination Gaps in Large Language Models

LargePiG: Your Large Language Model is Secretly a Pointer Generator

Controlling Large Language Model Agents with Entropic Activation Steering

A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification

Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?

User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study

TF-Attack: Transferable and Fast Adversarial Attacks on Large Language Models

Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models

Probing the Safety Response Boundary of Large Language Models via Unsafe Decoding Path Generation