语言大模型 / LLM - arXivDaily 专题

2402.10753 2024-08-19 cs.CL cs.AI 88%

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages

Junjie Ye, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted by ACL 2024 Main Conference

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics 2024 (Volume 1: Long Papers)

2408.07840 2024-08-16 cs.CL cs.AI cs.SC 88%

ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model

Xuanqing Yu, Wangtao Sun, Jingwei Li, Kang Liu, Chengbao Liu, Jie Tan

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 16 pages, ACL 2024 Findings

2407.12017 2024-08-16 cs.CL cs.AI 88%

Follow-Up Questions Improve Documents Generated by Large Language Models

Bernadette J Tix

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2408.04686 2024-08-12 cs.CL cs.AI 88%

Multi-Turn Context Jailbreak Attack on Large Language Models From First Principles

Xiongtao Sun, Deyue Zhang, Dongdong Yang, Quanchen Zou, Hui Li

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2310.05140 2024-07-29 cs.CL cs.AI 88%

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements

Yushan Qian, Wei-Nan Zhang, Ting Liu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Findings of EMNLP 2023

2407.18035 2024-07-26 cs.CV cs.AI cs.CL 88%

RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models

Haoyu Chen, Wenbo Li, Jinjin Gu, Jingjing Ren, Sixiang Chen, Tian Ye, Renjing Pei, Kaiwen Zhou, Fenglong Song, Lei Zhu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2407.16190 2024-07-25 cs.AI cs.CL cs.ET 88%

Artificial Agency and Large Language Models

Maud van Lier, Gorka Muñoz-Gil

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted for publication in journal Intellectica, special issue "Philosophies of AI: thinking and writing with LLMs" (Intellectica, issue 81)

2309.10744 2024-07-23 cs.CL cs.AI cs.HC 88%

Evaluating Large Language Models' Ability Using a Psychiatric Screening Tool Based on Metaphor and Sarcasm Scenarios

Hiromu Yakura

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2407.11789 2024-07-17 cs.CL cs.AI cs.CY 88%

Large Language Models as Misleading Assistants in Conversation

Betty Li Hou, Kejian Shi, Jason Phang, James Aung, Steven Adler, Rosie Campbell

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Next Generation of AI Safety Workshop, 41st International Conference on Machine Learning (ICML 2024)

2402.09132 2024-07-09 cs.AI cs.LG 88%

Exploring the Adversarial Capabilities of Large Language Models

Lukas Struppek, Minh Hieu Le, Dominik Hintersdorf, Kristian Kersting

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

2303.04496 2024-07-09 cs.CL cs.AI cs.HC 88%

MenuCraft: Interactive Menu System Design with Large Language Models

Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schütze

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2407.04485 2024-07-08 cs.CL cs.LG 88%

Leveraging Graph Structures to Detect Hallucinations in Large Language Models

Noa Nonkes, Sergei Agaronian, Evangelos Kanoulas, Roxana Petcu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Journal ref Proceedings of the TextGraphs-17 Workshop, ACL 2024

2407.03160 2024-07-04 cs.CR cs.CL cs.LG 88%

SOS! Soft Prompt Attack Against Open-Source Large Language Models

Ziqing Yang, Michael Backes, Yang Zhang, Ahmed Salem

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

2312.12736 2024-07-04 cs.CL cs.LG 88%

Learning and Forgetting Unsafe Examples in Large Language Models

Jiachen Zhao, Zhun Deng, David Madras, James Zou, Mengye Ren

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Comments accepted by ICML 24

2406.19512 2024-07-01 cs.CL cs.AI cs.HC 88%

Captioning Visualizations with Large Language Models (CVLLM): A Tutorial

Giuseppe Carenini, Jordon Johnson, Ali Salamatian

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 6 pages, 4 figures

2406.17803 2024-06-27 cs.CL cs.AI cs.IR 88%

Understanding the Role of User Profile in the Personalization of Large Language Models

Bin Wu, Zhengyan Shi, Hossein A. Rahmani, Varsha Ramineni, Emine Yilmaz

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2404.13071 2024-06-26 cs.CL cs.AI 88%

Modeling Emotions and Ethics with Large Language Models

Edward Y. Chang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 4 figures, 3 tables

Journal ref IEEE MIPR 2024

2406.07232 2024-06-24 cs.CL cs.AI 88%

DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms

Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao, Min Zhang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted to ACL 2024 main conference

2406.13777 2024-06-21 cs.LG cs.CL 88%

Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models

Shruthi K. Hiremath, Thomas Ploetz

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Comments 6 pages, 2 figures

2402.14857 2024-06-21 cs.CL cs.AI cs.CR 88%

Is the System Message Really Important to Jailbreaks in Large Language Models?

Xiaotian Zou, Yongkang Chen, Ke Li

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 13 pages,3 figures

2404.04332 2024-06-18 cs.CL cs.AI 88%

Scope Ambiguities in Large Language Models

Gaurav Kamath, Sebastian Schuster, Sowmya Vajjala, Siva Reddy

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments To be published in Transactions of the Association for Computational Linguistics

2402.18150 2024-06-13 cs.CL cs.AI cs.IR 88%

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

Shicheng Xu, Liang Pang, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments ACL 2024 Main

2406.06729 2024-06-12 cs.IR cs.AI cs.CL 88%

Synthetic Query Generation using Large Language Models for Virtual Assistants

Sonal Sannigrahi, Thiago Fraga-Silva, Youssef Oualil, Christophe Van Gysel

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments SIGIR '24. The 47th International ACM SIGIR Conference on Research & Development in Information Retrieval

2406.06596 2024-06-12 cs.CL cs.AI cs.DB 88%

Are Large Language Models the New Interface for Data Pipelines?

Sylvio Barbon Junior, Paolo Ceravolo, Sven Groppe, Mustafa Jarrar, Samira Maghool, Florence Sèdes, Soror Sahri, Maurice Van Keulen

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2406.04064 2024-06-07 cs.CL cs.AI cs.CY 88%

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models

Jisu Shin, Hoyun Song, Huije Lee, Soyeong Jeong, Jong C. Park

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Findings of ACL 2024

2405.17345 2024-06-07 cs.AI cs.CL 88%

Exploring and steering the moral compass of Large Language Models

Alejandro Tlaie

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2405.11577 2024-06-05 cs.CL cs.AI 88%

A Multi-Perspective Analysis of Memorization in Large Language Models

Bowen Chen, Namgi Han, Yusuke Miyao

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2405.20624 2024-06-03 cs.CL cs.AI 88%

Leveraging Large Language Models for Entity Matching

Qianyu Huang, Tongfang Zhao

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

2405.19032 2024-05-30 cs.AI cs.LG cs.PL cs.SE 88%

Large Language Models for Code Summarization

Balázs Szalontai, Gergő Szalay, Tamás Márton, Anna Sike, Balázs Pintér, Tibor Gregorics

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

Comments technical report with 11 pages, 1 figure, 10 tables

2402.01822 2024-05-30 cs.CL cs.AI 88%

Building Guardrails for Large Language Models

Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria. PMLR 235, 2024

1. 其他LLM 12266 篇

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages

ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model

Follow-Up Questions Improve Documents Generated by Large Language Models

Multi-Turn Context Jailbreak Attack on Large Language Models From First Principles

Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements

RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models

Artificial Agency and Large Language Models

Evaluating Large Language Models' Ability Using a Psychiatric Screening Tool Based on Metaphor and Sarcasm Scenarios

Large Language Models as Misleading Assistants in Conversation

Exploring the Adversarial Capabilities of Large Language Models

MenuCraft: Interactive Menu System Design with Large Language Models

Leveraging Graph Structures to Detect Hallucinations in Large Language Models

SOS! Soft Prompt Attack Against Open-Source Large Language Models

Learning and Forgetting Unsafe Examples in Large Language Models

Captioning Visualizations with Large Language Models (CVLLM): A Tutorial

Understanding the Role of User Profile in the Personalization of Large Language Models

Modeling Emotions and Ethics with Large Language Models

DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms

Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models

Is the System Message Really Important to Jailbreaks in Large Language Models?

Scope Ambiguities in Large Language Models

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

Synthetic Query Generation using Large Language Models for Virtual Assistants

Are Large Language Models the New Interface for Data Pipelines?

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models

Exploring and steering the moral compass of Large Language Models

A Multi-Perspective Analysis of Memorization in Large Language Models

Leveraging Large Language Models for Entity Matching

Large Language Models for Code Summarization

Building Guardrails for Large Language Models