语言大模型 / LLM - arXivDaily 专题

2402.10573 2024-12-24 cs.CL 88%

LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty

Zhen Zhang, Yuhua Zhao, Hang Gao, Mengting Hu

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

Comments Accepted by WebConf (WWW'2024), compared to the previous version, the code has been released

2408.12116 2024-12-19 cs.AI 88%

Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning

Junlin He, Tong Nie, Wei Ma

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

Comments Accepted at AAAI25 main track

2410.19128 2024-12-03 cs.CL 88%

Retrieving Implicit and Explicit Emotional Events Using Large Language Models

Guimin Hu, Hasti Seifi

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

2404.12038 2024-12-03 cs.CL 88%

Uncovering Safety Risks of Large Language Models through Concept Activation Vector

Zhihao Xu, Ruixuan Huang, Changyu Chen, Xiting Wang

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

Comments 10 pages, accepted at NeurIPS 2024

2411.17401 2024-11-27 cs.CL 88%

One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models

Pengfei Cao, Yuheng Chen, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao

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

2411.12790 2024-11-21 cs.CV cs.AI 88%

Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models

Zhen Zeng, Leijiang Gu, Xun Yang, Zhangling Duan, Zenglin Shi, Meng Wang

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

2402.01661 2024-11-20 cs.CL cs.SI 88%

Tracing the Genealogies of Ideas with Large Language Model Embeddings

Lucian Li

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

Journal ref https://aclanthology.org/2024.nlp4dh-1.2

2407.01245 2024-11-05 cs.AI cs.CY 88%

SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model

Lingyue Fu, Hao Guan, Kounianhua Du, Jianghao Lin, Wei Xia, Weinan Zhang, Ruiming Tang, Yasheng Wang, Yong Yu

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

2410.19542 2024-11-01 q-bio.NC cs.AI 88%

Brain-like Functional Organization within Large Language Models

Haiyang Sun, Lin Zhao, Zihao Wu, Xiaohui Gao, Yutao Hu, Mengfei Zuo, Wei Zhang, Junwei Han, Tianming Liu, Xintao Hu

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

2410.20199 2024-10-29 cs.AI 88%

Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models

Mohammad Beigi, Sijia Wang, Ying Shen, Zihao Lin, Adithya Kulkarni, Jianfeng He, Feng Chen, Ming Jin, Jin-Hee Cho, Dawei Zhou, Chang-Tien Lu, Lifu Huang

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

2406.01436 2024-10-28 cs.CL 88%

Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models

Cheng-Hsun Hsueh, Paul Kuo-Ming Huang, Tzu-Han Lin, Che-Wei Liao, Hung-Chieh Fang, Chao-Wei Huang, Yun-Nung Chen

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

Comments EMNLP 2024 Findings

2311.15296 2024-10-10 cs.CL 88%

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation

Xun Liang, Shichao Song, Simin Niu, Zhiyu Li, Feiyu Xiong, Bo Tang, Yezhaohui Wang, Dawei He, Peng Cheng, Zhonghao Wang, Haiying Deng

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

Comments Accepted by ACL 2024

2410.05085 2024-10-08 cs.CL 88%

Explanation sensitivity to the randomness of large language models: the case of journalistic text classification

Jeremie Bogaert, Marie-Catherine de Marneffe, Antonin Descampe, Louis Escouflaire, Cedrick Fairon, Francois-Xavier Standaert

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

Comments This paper is a faithful translation of a paper which was peer-reviewed and published in the French journal Traitement Automatique des Langues, n. 64

Journal ref Traitement Automatique des Langues 64, 2023, ATALA, Paris

2410.04819 2024-10-08 cs.CL 88%

MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models

Kaichen Huang, Jiahao Huo, Yibo Yan, Kun Wang, Yutao Yue, Xuming Hu

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

2410.04045 2024-10-08 cs.CL 88%

Neuron-Level Sequential Editing for Large Language Models

Houcheng Jiang, Junfeng Fang, Tianyu Zhang, An Zhang, Ruipeng Wang, Tao Liang, Xiang Wang

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

2401.04700 2024-10-08 cs.CL 88%

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue

Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng

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

Comments Accepted by EMNLP 2024

2410.01457 2024-10-07 cs.LG 88%

Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process

Xingyu Ji, Jiale Liu, Lu Li, Maojun Wang, Zeyu Zhang

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

Comments under review. corresponding author: Zeyu Zhang

2410.01280 2024-10-03 cs.LG 88%

Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models

Can Demircan, Tankred Saanum, Akshay K. Jagadish, Marcel Binz, Eric Schulz

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

2308.00109 2024-09-05 cs.CL 88%

A Sentence is Worth a Thousand Pictures: Can Large Language Models Understand Hum4n L4ngu4ge and the W0rld behind W0rds?

Evelina Leivada, Gary Marcus, Fritz Günther, Elliot Murphy

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

2408.12456 2024-08-23 cs.CL 88%

Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing

Mengqi Zhang, Bowen Fang, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen, Liang Wang

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

2408.02503 2024-08-06 cs.CL 88%

UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model

Zhaowei Li, Wei Wang, YiQing Cai, Xu Qi, Pengyu Wang, Dong Zhang, Hang Song, Botian Jiang, Zhida Huang, Tao Wang

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

2408.01003 2024-08-05 cs.AI 88%

Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models

Kohou Wang, Xiang Liu, Zhaoxiang Liu, Kai Wang, Shiguo Lian

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

Comments 14 pages, 5 figures

2407.18999 2024-07-30 cs.CV cs.LG 88%

Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models

Baao Xie, Qiuyu Chen, Yunnan Wang, Zequn Zhang, Xin Jin, Wenjun Zeng

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

Comments 9 pages, 7 figures

2407.09417 2024-07-23 cs.CL cs.IR 88%

Mitigating Entity-Level Hallucination in Large Language Models

Weihang Su, Yichen Tang, Qingyao Ai, Changyue Wang, Zhijing Wu, Yiqun Liu

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

2407.11409 2024-07-17 cs.CL 88%

Representation Bias in Political Sample Simulations with Large Language Models

Weihong Qi, Hanjia Lyu, Jiebo Luo

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

2407.08039 2024-07-12 cs.CL 88%

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models

Yuji Zhang, Sha Li, Jiateng Liu, Pengfei Yu, Yi R. Fung, Jing Li, Manling Li, Heng Ji

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

2407.00668 2024-07-04 cs.CL 88%

HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability

Yanfang Chen, Ding Chen, Shichao Song, Simin Niu, Hanyu Wang, Zeyun Tang, Feiyu Xiong, Zhiyu Li

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

2406.17781 2024-06-27 cs.CV cs.AI cs.HC 88%

Large Language Models estimate fine-grained human color-concept associations

Kushin Mukherjee, Timothy T. Rogers, Karen B. Schloss

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

2405.02659 2024-06-26 cs.CL 88%

R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models

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

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

Comments need to further experiment

2406.16033 2024-06-25 cs.CL 88%

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models

Tianyi Men, Pengfei Cao, Zhuoran Jin, Yubo Chen, Kang Liu, Jun Zhao

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

1. 知识编辑与模型理解 7583 篇

LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty

Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning

Retrieving Implicit and Explicit Emotional Events Using Large Language Models

Uncovering Safety Risks of Large Language Models through Concept Activation Vector

One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models

Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models

Tracing the Genealogies of Ideas with Large Language Model Embeddings

SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model

Brain-like Functional Organization within Large Language Models

Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models

Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation

Explanation sensitivity to the randomness of large language models: the case of journalistic text classification

MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models

Neuron-Level Sequential Editing for Large Language Models

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue

Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process

Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models

A Sentence is Worth a Thousand Pictures: Can Large Language Models Understand Hum4n L4ngu4ge and the W0rld behind W0rds?

Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing

UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model

Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models

Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models

Mitigating Entity-Level Hallucination in Large Language Models

Representation Bias in Political Sample Simulations with Large Language Models

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models

HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability

Large Language Models estimate fine-grained human color-concept associations

R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models