语言大模型 / LLM - arXivDaily 专题

2409.13979 2025-02-04 cs.CL 88%

Role-Play Paradox in Large Language Models: Reasoning Performance Gains and Ethical Dilemmas

Jinman Zhao, Zifan Qian, Linbo Cao, Yining Wang, Yitian Ding, Yulan Hu, Zeyu Zhang, Zeyong Jin

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

Comments 9 pages, 7 figures, 3 tables, submitted to CogSci 2025

2407.11384 2025-02-03 cs.CL 88%

InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains

Yinzhu Quan, Zefang Liu

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

2501.16513 2025-01-31 cs.CL 88%

Deception in LLMs: Self-Preservation and Autonomous Goals in Large Language Models

Sudarshan Kamath Barkur, Sigurd Schacht, Johannes Scholl

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

Comments Corrected Version - Solved Some Issues with reference compilation by latex

2501.05925 2025-01-13 cs.CL cs.IR 88%

Navigating Tomorrow: Reliably Assessing Large Language Models Performance on Future Event Prediction

Petraq Nako, Adam Jatowt

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

2501.02765 2025-01-07 cs.CV cs.AI 88%

Visual Large Language Models for Generalized and Specialized Applications

Yifan Li, Zhixin Lai, Wentao Bao, Zhen Tan, Anh Dao, Kewei Sui, Jiayi Shen, Dong Liu, Huan Liu, Yu Kong

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

2408.14438 2025-01-06 cs.CL cs.CY 88%

Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study

Liuchang Xu, Shuo Zhao, Qingming Lin, Luyao Chen, Qianqian Luo, Sensen Wu, Xinyue Ye, Hailin Feng, Zhenhong Du

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

2412.19361 2024-12-30 cs.CL 88%

Dynamic Skill Adaptation for Large Language Models

Jiaao Chen, Diyi Yang

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

2412.17332 2024-12-30 cs.CL 88%

A Dual-Perspective Metaphor Detection Framework Using Large Language Models

Yujie Lin, Jingyao Liu, Yan Gao, Ante Wang, Jinsong Su

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

Comments Accepted to ICASSP 2025

2412.15797 2024-12-23 cs.CL 88%

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Sungjin Park, Xiao Liu, Yeyun Gong, Edward Choi

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

2412.13791 2024-12-19 cs.CL 88%

Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models

Xinyu Pang, Ruixin Hong, Zhanke Zhou, Fangrui Lv, Xinwei Yang, Zhilong Liang, Bo Han, Changshui Zhang

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

Comments COLING 2025

2412.01604 2024-12-17 cs.AI cs.AR 88%

Agentic-HLS: An agentic reasoning based high-level synthesis system using large language models (AI for EDA workshop 2024)

Ali Emre Oztas, Mahdi Jelodari

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

Comments AI4EDA co-located with 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2404.04264 2024-12-16 cs.IR cs.AI 88%

Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs

Lihui Liu, Zihao Wang, Ruizhong Qiu, Yikun Ban, Eunice Chan, Yangqiu Song, Jingrui He, Hanghang Tong

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

2412.07019 2024-12-11 cs.CL cs.CY 88%

Assessing the Impact of Conspiracy Theories Using Large Language Models

Bohan Jiang, Dawei Li, Zhen Tan, Xinyi Zhou, Ashwin Rao, Kristina Lerman, H. Russell Bernard, Huan Liu

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

2412.03398 2024-12-05 cs.CL 88%

RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang

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

2412.02149 2024-12-04 cs.CL cs.IR 88%

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms

Fernando Gabriela Garcia, Spencer Burns, Harrison Fuller

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

Comments 8 pages

2409.18938 2024-12-04 cs.CV cs.AI 88%

From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding

Heqing Zou, Tianze Luo, Guiyang Xie, Victor, Zhang, Fengmao Lv, Guangcong Wang, Junyang Chen, Zhuochen Wang, Hansheng Zhang, Huaijian Zhang

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

Comments 11 pages

2408.15950 2024-12-03 cs.AI 88%

Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games

Nicholas R. Waytowich, Devin White, MD Sunbeam, Vinicius G. Goecks

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

Comments Currently under review

2411.18162 2024-11-28 cs.CL 88%

SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment

Jie Wang, Yichen Wang, Zhilin Zhang, Jianhao Zeng, Kaidi Wang, Zhiyang Chen

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

2311.08562 2024-11-28 cs.CL 88%

MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration

Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See Kiong Ng, Jiashi Feng

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

Comments EMNLP 2024

2411.15999 2024-11-26 cs.CL 88%

Multi-ToM: Evaluating Multilingual Theory of Mind Capabilities in Large Language Models

Jayanta Sadhu, Ayan Antik Khan, Noshin Nawal, Sanju Basak, Abhik Bhattacharjee, Rifat Shahriyar

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

2402.10754 2024-11-26 cs.PL cs.LG cs.SE 88%

LLMDFA: Analyzing Dataflow in Code with Large Language Models

Chengpeng Wang, Wuqi Zhang, Zian Su, Xiangzhe Xu, Xiaoheng Xie, Xiangyu Zhang

专题命中推理与问题求解：large language model(title)；language model(title)；LLM(abstract)；prompting(abstract)

Comments 26 pages, 15 figures, 6 tables, NeurIPS 2024 poster

2411.10869 2024-11-19 cs.CL cs.CE cs.CY cs.HC 88%

Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm

Sari Masri, Huthaifa I. Ashqar, Mohammed Elhenawy

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

Comments The data and code that support the findings of this study are openly available in Zenodo at https://doi.org/10.5281/zenodo.14171745, reference number 14171745

2405.15792 2024-11-19 cs.IR cs.AI 88%

IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data

Sami Azirar, Hossam A. Gabbar, Chaouki Regoui

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

2403.18346 2024-11-14 cs.CL cs.CV 88%

Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

Meiqi Chen, Yixin Cao, Yan Zhang, Chaochao Lu

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

2311.08803 2024-11-12 cs.CL 88%

StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving

Chang Gao, Haiyun Jiang, Deng Cai, Shuming Shi, Wai Lam

专题命中推理与问题求解：large language model(title)；language model(title)；LLM(abstract)；prompting(abstract)

Comments NeurIPS 2024

2311.07387 2024-11-08 cs.CL 88%

Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study

Yinghao Li, Haorui Wang, Chao Zhang

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

Comments 23 pages, 5 figures, 4 tables, in NAACL 2024

2305.15014 2024-11-05 cs.CL 88%

Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic

Xingxuan Li, Liying Cheng, Qingyu Tan, Hwee Tou Ng, Shafiq Joty, Lidong Bing

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

Comments Work in progress

2411.01307 2024-11-05 cs.CL 88%

Can Multimodal Large Language Model Think Analogically?

Diandian Guo, Cong Cao, Fangfang Yuan, Dakui Wang, Wei Ma, Yanbing Liu, Jianhui Fu

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

2410.22932 2024-11-04 cs.CL 88%

Multi-Agent Large Language Models for Conversational Task-Solving

Jonas Becker

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

2410.23310 2024-11-01 q-bio.NC cs.AI 88%

Moral Agency in Silico: Exploring Free Will in Large Language Models

Morgan S. Porter

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

1. 推理与问题求解 18856 篇

Role-Play Paradox in Large Language Models: Reasoning Performance Gains and Ethical Dilemmas

InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains

Deception in LLMs: Self-Preservation and Autonomous Goals in Large Language Models

Navigating Tomorrow: Reliably Assessing Large Language Models Performance on Future Event Prediction

Visual Large Language Models for Generalized and Specialized Applications

Evaluating Large Language Models on Spatial Tasks: A Multi-Task Benchmarking Study

Dynamic Skill Adaptation for Large Language Models

A Dual-Perspective Metaphor Detection Framework Using Large Language Models

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models

Agentic-HLS: An agentic reasoning based high-level synthesis system using large language models (AI for EDA workshop 2024)

Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs

Assessing the Impact of Conspiracy Theories Using Large Language Models

RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms

From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding

Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games

SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment

MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration

Multi-ToM: Evaluating Multilingual Theory of Mind Capabilities in Large Language Models

LLMDFA: Analyzing Dataflow in Code with Large Language Models

Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm

IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data

Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving

Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study

Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic

Can Multimodal Large Language Model Think Analogically?

Multi-Agent Large Language Models for Conversational Task-Solving

Moral Agency in Silico: Exploring Free Will in Large Language Models