语言大模型 / LLM - arXivDaily 专题

2407.21443 2024-08-01 cs.CL cs.AI 90%

Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency

Taiji Li, Zhi Li, Yin Zhang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Long paper accepted at LREC-COLING 2024 (oral)

2310.10404 2024-07-30 cs.CV cs.AI cs.LG 90%

LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation

Kibum Kim, Kanghoon Yoon, Jaehyeong Jeon, Yeonjun In, Jinyoung Moon, Donghyun Kim, Chanyoung Park

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

Comments 8 pages; CVPR 2024

Journal ref CVPR (2024), 28306-28316

2407.12522 2024-07-18 cs.CL cs.AI 90%

Struct-X: Enhancing Large Language Models Reasoning with Structured Data

Xiaoyu Tan, Haoyu Wang, Xihe Qiu, Yuan Cheng, Yinghui Xu, Wei Chu, Yuan Qi

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2306.04528 2024-07-17 cs.CL cs.CR cs.LG 90%

PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Kaijie Zhu, Jindong Wang, Jiaheng Zhou, Zichen Wang, Hao Chen, Yidong Wang, Linyi Yang, Wei Ye, Yue Zhang, Neil Zhenqiang Gong, Xing Xie

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.LG

Comments Technical report; code is at: https://github.com/microsoft/promptbench

2407.08836 2024-07-15 cs.CL cs.AI 90%

Fault Diagnosis in Power Grids with Large Language Model

Liu Jing, Amirul Rahman

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments 11 pages

2407.03778 2024-07-08 cs.AI cs.CL cs.HC 90%

From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI

Stefanie Krause, Frieder Stolzenburg

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 19 pages

2407.02678 2024-07-04 cs.AI cs.CL 90%

Reasoning in Large Language Models: A Geometric Perspective

Romain Cosentino, Sarath Shekkizhar

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2312.15099 2024-07-03 cs.CL cs.CY cs.LG cs.SI 90%

Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models

Nishant Vishwamitra, Keyan Guo, Farhan Tajwar Romit, Isabelle Ondracek, Long Cheng, Ziming Zhao, Hongxin Hu

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.LG

Comments To Appear in the 45th IEEE Symposium on Security and Privacy, May 20-23, 2024

2309.17272 2024-07-03 cs.CL cs.AI cs.SE 90%

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency

Baizhou Huang, Shuai Lu, Weizhu Chen, Xiaojun Wan, Nan Duan

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；foundation model(abstract)；分类 cs.CL、cs.AI

Comments ACL 2024

2404.15515 2024-06-27 cs.CL cs.AI 90%

ToM-LM: Delegating Theory of Mind Reasoning to External Symbolic Executors in Large Language Models

Weizhi Tang, Vaishak Belle

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Accepted at NeSy 2024

2406.16294 2024-06-25 cs.CL cs.AI 90%

LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments

Zixia Jia, Mengmeng Wang, Baichen Tong, Song-Chun Zhu, Zilong Zheng

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2402.11518 2024-06-25 cs.LG cs.CL 90%

Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network

Lin Chen, Fengli Xu, Nian Li, Zhenyu Han, Meng Wang, Yong Li, Pan Hui

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.LG

2406.10923 2024-06-18 cs.CV cs.CL cs.LG 90%

Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies

Hung-Ting Su, Chun-Tong Chao, Ya-Ching Hsu, Xudong Lin, Yulei Niu, Hung-Yi Lee, Winston H. Hsu

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.LG

Comments Project page: https://ander1119.github.io/TiM

2402.12038 2024-06-18 cs.LG cs.CL 90%

Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations

Milan Bhan, Jean-Noel Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot

专题命中推理与问题求解：language model(title,abstract)；small language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.LG

2406.07378 2024-06-12 cs.AI cs.CL 90%

Large Language Models for Constrained-Based Causal Discovery

Kai-Hendrik Cohrs, Gherardo Varando, Emiliano Diaz, Vasileios Sitokonstantinou, Gustau Camps-Valls

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2405.12147 2024-06-12 cs.AI cs.CL 90%

Eliciting Problem Specifications via Large Language Models

Robert E. Wray, James R. Kirk, John E. Laird

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 18 pages, Appendix. Revised in response to reviewer feedback. Accepted for Advances in Cognitive Systems (Jun 2024, Palermo)

2310.17512 2024-06-10 cs.AI cs.CL cs.HC cs.MA 90%

CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

Qinlin Zhao, Jindong Wang, Yixuan Zhang, Yiqiao Jin, Kaijie Zhu, Hao Chen, Xing Xie

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments International Conference on Machine Learning (ICML) 2024 Oral; 16 pages; code is at: https://github.com/microsoft/competeai

2404.15522 2024-06-07 cs.CL cs.AI 90%

LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models

Mihir Parmar, Nisarg Patel, Neeraj Varshney, Mutsumi Nakamura, Man Luo, Santosh Mashetty, Arindam Mitra, Chitta Baral

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments Accepted at ACL(Main) 2024 | First version available @ https://openreview.net/forum?id=7NR2ZVzZxx

2401.11382 2024-06-07 cs.CL cs.AI 90%

Using Large Language Model for End-to-End Chinese ASR and NER

Yuang Li, Jiawei Yu, Min Zhang, Mengxin Ren, Yanqing Zhao, Xiaofeng Zhao, Shimin Tao, Jinsong Su, Hao Yang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments 5 pages, 2 figures, Accepted to InterSpeech 2024

2308.10379 2024-06-04 cs.CL cs.AI 90%

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

Bilgehan Sel, Ahmad Al-Tawaha, Vanshaj Khattar, Ruoxi Jia, Ming Jin

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments ICML 2024

2402.08147 2024-05-27 cs.SE cs.AI cs.LG cs.LO cs.PL 90%

VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

David Brandfonbrener, Simon Henniger, Sibi Raja, Tarun Prasad, Chloe Loughridge, Federico Cassano, Sabrina Ruixin Hu, Jianang Yang, William E. Byrd, Robert Zinkov, Nada Amin

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI、cs.LG

2405.15130 2024-05-27 cs.SE cs.CL cs.LG 90%

OptLLM: Optimal Assignment of Queries to Large Language Models

Yueyue Liu, Hongyu Zhang, Yuantian Miao, Van-Hoang Le, Zhiqiang Li

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.LG

Comments This paper is accepted by ICWS 2024

2405.14379 2024-05-24 cs.CL cs.AI 90%

Can Large Language Models Create New Knowledge for Spatial Reasoning Tasks?

Thomas Greatrix, Roger Whitaker, Liam Turner, Walter Colombo

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2405.13209 2024-05-24 cs.CL cs.LG 90%

Investigating Symbolic Capabilities of Large Language Models

Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.LG

2310.05872 2024-05-20 cs.CV cs.AI cs.CL 90%

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models

Kaiwen Zhou, Kwonjoon Lee, Teruhisa Misu, Xin Eric Wang

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2405.06650 2024-05-14 cs.CL cs.AI 90%

Large Language Models as Planning Domain Generators

James Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Published at ICAPS 2024

2312.07399 2024-05-13 cs.CL cs.AI 90%

Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales

Taeyoon Kwon, Kai Tzu-iunn Ong, Dongjin Kang, Seungjun Moon, Jeong Ryong Lee, Dosik Hwang, Yongsik Sim, Beomseok Sohn, Dongha Lee, Jinyoung Yeo

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Accepted to AAAI 2024

2405.01593 2024-05-06 cs.CL cs.AI cs.IR 90%

Large Language Model Agent for Fake News Detection

Xinyi Li, Yongfeng Zhang, Edward C. Malthouse

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

2405.00718 2024-05-03 cs.CL cs.AI 90%

Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models

Xu Ji, Jianyi Zhang, Ziyin Zhou, Zhangchi Zhao, Qianqian Qiao, Kaiying Han, Md Imran Hossen, Xiali Hei

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2404.18564 2024-04-30 cs.CL cs.AI 90%

Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning

Wen-Yu Chang, Yun-Nung Chen

专题命中推理与问题求解：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments arXiv admin note: substantial text overlap with arXiv:2308.14266

1. 推理与问题求解 18936 篇

Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency

LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation

Struct-X: Enhancing Large Language Models Reasoning with Structured Data

PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Fault Diagnosis in Power Grids with Large Language Model

From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI

Reasoning in Large Language Models: A Geometric Perspective

Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency

ToM-LM: Delegating Theory of Mind Reasoning to External Symbolic Executors in Large Language Models

LangSuitE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments

Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network

Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies

Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations

Large Language Models for Constrained-Based Causal Discovery

Eliciting Problem Specifications via Large Language Models

CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models

Using Large Language Model for End-to-End Chinese ASR and NER

Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models

VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

OptLLM: Optimal Assignment of Queries to Large Language Models

Can Large Language Models Create New Knowledge for Spatial Reasoning Tasks?

Investigating Symbolic Capabilities of Large Language Models

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models

Large Language Models as Planning Domain Generators

Large Language Models are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales

Large Language Model Agent for Fake News Detection

Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models

Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning