语言大模型 / LLM - arXivDaily 专题

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

2311.08412 2023-11-16 cs.RO cs.AI 88%

Exploring Large Language Models as a Source of Common-Sense Knowledge for Robots

Felix Ocker, Jörg Deigmöller, Julian Eggert

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 ISWC 2023 Posters and Demos: 22nd International Semantic Web Conference, November 6-10, 2023, Athens, Greece

2311.07605 2023-11-15 cs.SE cs.AI cs.PL 88%

Conceptual Model Interpreter for Large Language Models

Felix Härer

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 ER Forum 2023, 42nd International Conference on Conceptual Modeling (ER 2023), November 6-9, 2023, Lisbon, PT

2311.01732 2023-11-14 cs.CL 88%

Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models

Sean Xie, Soroush Vosoughi, Saeed Hassanpour

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 the Findings of EMNLP 2023

2310.11877 2023-11-14 cs.CL 88%

The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models

Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel

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 2023

2310.04988 2023-10-24 cs.AI 88%

The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S. M Towhidul Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das

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

2310.10760 2023-10-18 cs.CL q-fin.PM q-fin.ST stat.AP 88%

Towards reducing hallucination in extracting information from financial reports using Large Language Models

Bhaskarjit Sarmah, Tianjie Zhu, Dhagash Mehta, Stefano Pasquali

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 4 pages + references. Accepted for publication in Workshop on Generative AI at the 3rd International Conference on AI-ML Systems 2023, Bengaluru, India

2310.08027 2023-10-13 cs.CL cs.CV 88%

Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection

Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin 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

Comments EMNLP2023 Findings Long Paper

2310.04782 2023-10-10 cs.CL 88%

Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning

Yuchen Yang, Houqiang Li, Yanfeng Wang, Yu Wang

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.CL

2308.07411 2023-08-16 cs.AI cs.MA 88%

Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering

Edward Junprung

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

2306.16004 2023-06-29 cs.IR cs.AI 88%

Query Understanding in the Age of Large Language Models

Avishek Anand, Venktesh V, Abhijit Anand, Vinay Setty

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 Accepted to GENIR(SIGIR'23)

2305.14507 2023-05-25 cs.CL 88%

Deduction under Perturbed Evidence: Probing Student Simulation Capabilities of Large Language Models

Shashank Sonkar, Richard G. Baraniuk

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 7527 篇

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

Exploring Large Language Models as a Source of Common-Sense Knowledge for Robots

Conceptual Model Interpreter for Large Language Models

Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models

The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models

The Troubling Emergence of Hallucination in Large Language Models -- An Extensive Definition, Quantification, and Prescriptive Remediations

Towards reducing hallucination in extracting information from financial reports using Large Language Models

Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection

Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning

Exploring the Intersection of Large Language Models and Agent-Based Modeling via Prompt Engineering

Query Understanding in the Age of Large Language Models

Deduction under Perturbed Evidence: Probing Student Simulation Capabilities of Large Language Models