语言大模型 / LLM - arXivDaily 专题

2406.13184 2024-06-21 cs.CL 88%

Locating and Extracting Relational Concepts in Large Language Models

Zijian Wang, Britney White, Chang Xu

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 Findings of ACL2024

2406.11267 2024-06-18 cs.CL 88%

Mitigating Large Language Model Hallucination with Faithful Finetuning

Minda Hu, Bowei He, Yufei Wang, Liangyou Li, Chen Ma, Irwin King

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

2406.10881 2024-06-18 cs.CL 88%

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals

Lida Chen, Zujie Liang, Xintao Wang, Jiaqing Liang, Yanghua Xiao, Feng Wei, Jinglei Chen, Zhenghong Hao, Bing Han, Wei 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

2406.09140 2024-06-14 cs.CL 88%

Investigating the translation capabilities of Large Language Models trained on parallel data only

Javier García Gilabert, Carlos Escolano, Aleix Sant Savall, Francesca De Luca Fornaciari, Audrey Mash, Xixian Liao, Maite Melero

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 We release our code at: https://github.com/projecte-aina/Plume

2406.05883 2024-06-11 cs.LG cs.IT math.IT stat.ML 88%

Information Theoretic Guarantees For Policy Alignment In Large Language Models

Youssef Mroueh

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

2402.09656 2024-06-06 cs.AI 88%

The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse

Wanli Yang, Fei Sun, Xinyu Ma, Xun Liu, Dawei Yin, Xueqi Cheng

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 Findings of ACL 2024

2405.20588 2024-06-03 cs.CL 88%

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models

Taolin Zhang, Qizhou Chen, Dongyang Li, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue, 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 ACL2024 findings

2405.20081 2024-06-03 cs.CV cs.AI 88%

NoiseBoost: Alleviating Hallucination with Noise Perturbation for Multimodal Large Language Models

Kai Wu, Boyuan Jiang, Zhengkai Jiang, Qingdong He, Donghao Luo, Shengzhi Wang, Qingwen Liu, Chengjie 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

Comments 14 pages, 5 figures with supplementary material

2405.18027 2024-05-29 cs.CL 88%

TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models

Jaewoo Ahn, Taehyun Lee, Junyoung Lim, Jin-Hwa Kim, Sangdoo Yun, Hwaran Lee, Gunhee Kim

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 ACL 2024 Findings. Code and dataset are released at https://ahnjaewoo.github.io/timechara

2405.14612 2024-05-29 cs.CV cs.AI 88%

Explaining Multi-modal Large Language Models by Analyzing their Vision Perception

Loris Giulivi, Giacomo Boracchi

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 Submitted at BMVC 2024

2401.17623 2024-05-28 cs.CL 88%

Neighboring Perturbations of Knowledge Editing on Large Language Models

Jun-Yu Ma, Zhen-Hua Ling, Ningyu Zhang, Jia-Chen Gu

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 ICML 2024

2306.01220 2024-05-24 cs.SE cs.HC cs.LG 88%

Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?

Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi 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 To appear in 2024 the ACM International Conference on the Foundations of Software Engineering (FSE '24)

2405.12442 2024-05-22 cs.IR cs.AI 88%

Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation

Qingyao Li, Wei Xia, Kounianhua Du, Qiji Zhang, Weinan Zhang, Ruiming Tang, 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

Comments 11 pages, 8 figures

2404.09941 2024-04-16 cs.CV cs.AI 88%

Evolving Interpretable Visual Classifiers with Large Language Models

Mia Chiquier, Utkarsh Mall, Carl Vondrick

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

2404.09338 2024-04-16 cs.CL 88%

Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models

Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong 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.CL

Comments Work in Progress

2404.03301 2024-04-05 cs.CL 88%

Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics

Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert

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 for the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

2403.10351 2024-03-18 cs.CL 88%

TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale

Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han

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 NAACL'24

2402.16061 2024-03-05 cs.CL 88%

How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study

Tianjie Ju, Weiwei Sun, Wei Du, Xinwei Yuan, Zhaochun Ren, Gongshen 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

Comments Accepted at LREC-COLING 2024 (Long Paper)

2311.06310 2024-02-28 physics.soc-ph cs.AI 88%

Labor Space: A Unifying Representation of the Labor Market via Large Language Models

Seongwoon Kim, Yong-Yeol Ahn, Jaehyuk Park

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 11 pages, 5 figures

2402.14182 2024-02-23 cs.SE cs.AI 88%

Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization

Jiliang Li, Yifan Zhang, Zachary Karas, Collin McMillan, Kevin Leach, Yu Huang

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

2402.13048 2024-02-21 cs.CL 88%

Stable Knowledge Editing in Large Language Models

Zihao Wei, Liang Pang, Hanxing Ding, Jingcheng Deng, Huawei Shen, Xueqi Cheng

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

2311.06979 2024-01-23 cs.AI cs.PL cs.SE 88%

Assessing the Interpretability of Programmatic Policies with Large Language Models

Zahra Bashir, Michael Bowling, Levi H. S. Lelis

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

Comments This paper is under-review for IJCAI. The main file is arxiv.tex and I have a supplementary_materials.tex file as well

2401.09861 2024-01-19 cs.CV cs.AI 88%

Temporal Insight Enhancement: Mitigating Temporal Hallucination in Multimodal Large Language Models

Li Sun, Liuan Wang, Jun Sun, Takayuki Okatani

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 7 pages, 7 figures

2401.01814 2024-01-04 cs.AI 88%

Large Language Models Relearn Removed Concepts

Michelle Lo, Shay B. Cohen, Fazl Barez

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

2305.14171 2023-12-25 cs.CL 88%

In-Context Probing: Toward Building Robust Classifiers via Probing Large Language Models

Afra Amini, Massimiliano Ciaramita

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

2311.11267 2023-12-19 cs.CL 88%

Rethinking Large Language Models in Mental Health Applications

Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria

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

2312.05497 2023-12-15 cs.CL 88%

History Matters: Temporal Knowledge Editing in Large Language Model

Xunjian Yin, Jin Jiang, Liming Yang, Xiaojun Wan

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 AAAI 2024. 9 pages, 3 figures

2305.19103 2023-12-04 cs.CL 88%

Does Conceptual Representation Require Embodiment? Insights From Large Language Models

Qihui Xu, Yingying Peng, Samuel A. Nastase, Martin Chodorow, Minghua Wu, Ping 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

2306.07384 2023-12-01 cs.CL 88%

Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling

Akshat Gupta

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 to BlackboxNLP (EMNLP 2023)

2310.01870 2023-11-30 cs.LG 88%

DeepDecipher: Accessing and Investigating Neuron Activation in Large Language Models

Albert Garde, Esben Kran, Fazl Barez

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 5 pages (9 total), 1 figure, submitted to NeurIPS 2023 Workshop XAIA

1. 知识编辑与模型理解 7583 篇

Locating and Extracting Relational Concepts in Large Language Models

Mitigating Large Language Model Hallucination with Faithful Finetuning

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals

Investigating the translation capabilities of Large Language Models trained on parallel data only

Information Theoretic Guarantees For Policy Alignment In Large Language Models

The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models

NoiseBoost: Alleviating Hallucination with Noise Perturbation for Multimodal Large Language Models

TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models

Explaining Multi-modal Large Language Models by Analyzing their Vision Perception

Neighboring Perturbations of Knowledge Editing on Large Language Models

Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?

Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation

Evolving Interpretable Visual Classifiers with Large Language Models

Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models

Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics

TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale

How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study

Labor Space: A Unifying Representation of the Labor Market via Large Language Models

Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization

Stable Knowledge Editing in Large Language Models

Assessing the Interpretability of Programmatic Policies with Large Language Models

Temporal Insight Enhancement: Mitigating Temporal Hallucination in Multimodal Large Language Models

Large Language Models Relearn Removed Concepts

In-Context Probing: Toward Building Robust Classifiers via Probing Large Language Models

Rethinking Large Language Models in Mental Health Applications

History Matters: Temporal Knowledge Editing in Large Language Model

Does Conceptual Representation Require Embodiment? Insights From Large Language Models

Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling

DeepDecipher: Accessing and Investigating Neuron Activation in Large Language Models