语言大模型 / LLM - arXivDaily 专题

2412.04447 2025-04-14 cs.AI cs.CV 89%

EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios

Lu Qiu, Yi Chen, Yuying Ge, Yixiao Ge, Ying Shan, Xihui Liu

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.AI

Comments Code & data are available at: https://qiulu66.github.io/egoplanbench2/

2412.12848 2025-04-10 cs.CY cs.AI cs.SI 89%

ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models

Yuxi Sun, Wei Gao, Jing Ma, Hongzhan Lin, Ziyang Luo, Wenxuan 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.AI

Comments We have noticed that this version of our experiment and method description isn't quite complete or accurate. To make sure we present our best work, we think it would be a good idea to withdraw the manuscript for now and take some time to revise and reformat it

2504.05345 2025-04-09 cs.LG cs.DB 89%

ZeroED: Hybrid Zero-shot Error Detection through Large Language Model Reasoning

Wei Ni, Kaihang Zhang, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Yaoshu Wang, Jianwei Yin

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.LG

Comments 12 pages

2504.01252 2025-04-03 cs.RO cs.AI 89%

Plan-and-Act using Large Language Models for Interactive Agreement

Kazuhiro Sasabuchi, Naoki Wake, Atsushi Kanehira, Jun Takamatsu, Katsushi Ikeuchi

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

2504.00725 2025-04-02 cs.CL 89%

Aplicação de Large Language Models na Análise e Síntese de Documentos Jurídicos: Uma Revisão de Literatura

Matheus Belarmino, Rackel Coelho, Roberto Lotudo, Jayr Pereira

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

Comments in Portuguese language

2504.00285 2025-04-02 cs.CL 89%

Do Large Language Models Exhibit Spontaneous Rational Deception?

Samuel M. Taylor, Benjamin K. Bergen

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

2504.00226 2025-04-02 cs.AI 89%

Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities

Roussel Rahman

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

2503.22726 2025-04-01 cs.GT cs.CL cs.HC cs.MA econ.GN q-fin.EC 89%

InfoBid: A Simulation Framework for Studying Information Disclosure in Auctions with Large Language Model-based Agents

Yue Yin

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

Comments AAAI 2025 Workshop: Economics of Modern ML: Markets, Incentives, and Generative AI

2409.15146 2025-04-01 cs.RO cs.AI 89%

COHERENT: Collaboration of Heterogeneous Multi-Robot System with Large Language Models

Kehui Liu, Zixin Tang, Dong Wang, Zhigang Wang, Xuelong Li, Bin Zhao

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

Comments Accepted by ICRA 2025

2503.22401 2025-03-31 cs.LG stat.ME 89%

Generative Reliability-Based Design Optimization Using In-Context Learning Capabilities of Large Language Models

Zhonglin Jiang, Qian Tang, Zequn 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.LG

Comments 17 pages, 11 figures, 4tables

2403.01390 2025-03-26 cs.CL 89%

Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering

Armin Toroghi, Willis Guo, Mohammad Mahdi Abdollah Pour, Scott Sanner

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

Comments 33 pages, EMNLP24

2503.19633 2025-03-26 cs.CL 89%

1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training

Han Zhao, Haotian Wang, Yiping Peng, Sitong Zhao, Xiaoyu Tian, Shuaiting Chen, Yunjie Ji, Xiangang Li

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

2503.19602 2025-03-26 cs.AI 89%

Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking

Yuyao Ge, Shenghua Liu, Yiwei Wang, Lingrui Mei, Lizhe Chen, Baolong Bi, Xueqi Cheng

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.AI

2503.16734 2025-03-24 cs.AI cs.IR 89%

Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models

Chengkai Huang, Junda Wu, Yu Xia, Zixu Yu, Ruhan Wang, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Branislav Kveton, Dongruo Zhou, Julian McAuley, Lina Yao

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

2503.16460 2025-03-24 cs.HC cs.AI 89%

Beyond Final Answers: Evaluating Large Language Models for Math Tutoring

Adit Gupta, Jennifer Reddig, Tommaso Calo, Daniel Weitekamp, Christopher J. MacLellan

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

2410.03781 2025-03-20 cs.HC cs.AI cs.CY cs.MA 89%

Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure

Romain Puech, Jakub Macina, Julia Chatain, Mrinmaya Sachan, Manu Kapur

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

Comments 19 pages, 10 figures, 6 tables

2502.07601 2025-03-18 cs.CV cs.CL 89%

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models

Jiacong Xu, Shao-Yuan Lo, Bardia Safaei, Vishal M. Patel, Isht Dwivedi

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

Comments 19 pages, 10 figures, accepted by CVPR 2025

2503.11336 2025-03-17 cs.CL 89%

Rule-Guided Feedback: Enhancing Reasoning by Enforcing Rule Adherence in Large Language Models

Aissatou Diallo, Antonis Bikakis, Luke Dickens, Anthony Hunter, Rob Miller

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

2503.10784 2025-03-17 cs.SE cs.AI 89%

Vulnerability Detection: From Formal Verification to Large Language Models and Hybrid Approaches: A Comprehensive Overview

Norbert Tihanyi, Tamas Bisztray, Mohamed Amine Ferrag, Bilel Cherif, Richard A. Dubniczky, Ridhi Jain, Lucas C. Cordeiro

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

2503.08179 2025-03-14 q-bio.BM cs.AI 89%

ProtTeX: Structure-In-Context Reasoning and Editing of Proteins with Large Language Models

Zicheng Ma, Chuanliu Fan, Zhicong Wang, Zhenyu Chen, Xiaohan Lin, Yanheng Li, Shihao Feng, Jun Zhang, Ziqiang Cao, Yi Qin Gao

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

Comments 26 pages, 9 figures

2503.08495 2025-03-12 cs.CL 89%

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models

Han Cao, Lingwei Wei, Wei Zhou, Songlin Hu

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

Comments Accepted by AAAI 2025

2503.08302 2025-03-12 cs.RO cs.AI 89%

General-Purpose Aerial Intelligent Agents Empowered by Large Language Models

Ji Zhao, Xiao Lin

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

2406.00965 2025-03-10 cs.RO cs.AI 89%

HBTP: Heuristic Behavior Tree Planning with Large Language Model Reasoning

Yishuai Cai, Xinglin Chen, Yunxin Mao, Minglong Li, Shaowu Yang, Wenjing Yang, Ji 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.AI

2503.01273 2025-03-04 cs.AI physics.flu-dyn 89%

OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD

Yuxuan Chen, Long Zhang, Xu Zhu, Hua Zhou, Zhuyin Ren

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

Comments 26 pages,11 figures

2502.06563 2025-03-04 cs.CL 89%

Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation

Chengwen Qi, Ren Ma, Bowen Li, He Du, Binyuan Hui, Jinwang Wu, Yuanjun Laili, Conghui He

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

Comments Accepted by ICLR 2025

2410.23496 2025-03-04 cs.CL 89%

Smaller Large Language Models Can Do Moral Self-Correction

Guangliang Liu, Zhiyu Xue, Xitong Zhang, Rongrong Wang, Kristen Marie Johnson

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

2410.03524 2025-03-04 cs.CL 89%

Steering Large Language Models between Code Execution and Textual Reasoning

Yongchao Chen, Harsh Jhamtani, Srinagesh Sharma, Chuchu Fan, Chi 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

Comments 32 pages, 12 figures, 12 tables

Journal ref The Thirteenth International Conference on Learning Representations (ICLR'2025)

2502.20807 2025-03-03 cs.LG 89%

Digital Player: Evaluating Large Language Models based Human-like Agent in Games

Jiawei Wang, Kai Wang, Shaojie Lin, Runze Wu, Bihan Xu, Lingeng Jiang, Shiwei Zhao, Renyu Zhu, Haoyu Liu, Zhipeng Hu, Zhong Fan, Le Li, Tangjie Lyu, Changjie Fan

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.LG

Comments neurips datasets and benchmarks 2024, not accepted

2502.15684 2025-02-25 cs.IR cs.AI 89%

An Agent Framework for Real-Time Financial Information Searching with Large Language Models

Jinzheng Li, Jingshu Zhang, Hongguang Li, Yiqing Shen

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

2502.12421 2025-02-19 cs.CL 89%

Wi-Chat: Large Language Model Powered Wi-Fi Sensing

Haopeng Zhang, Yili Ren, Haohan Yuan, Jingzhe Zhang, Yitong Shen

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

1. 推理与问题求解 18810 篇

EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios

ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models

ZeroED: Hybrid Zero-shot Error Detection through Large Language Model Reasoning

Plan-and-Act using Large Language Models for Interactive Agreement

Aplicação de Large Language Models na Análise e Síntese de Documentos Jurídicos: Uma Revisão de Literatura

Do Large Language Models Exhibit Spontaneous Rational Deception?

Large Language Models in Numberland: A Quick Test of Their Numerical Reasoning Abilities

InfoBid: A Simulation Framework for Studying Information Disclosure in Auctions with Large Language Model-based Agents

COHERENT: Collaboration of Heterogeneous Multi-Robot System with Large Language Models

Generative Reliability-Based Design Optimization Using In-Context Learning Capabilities of Large Language Models

Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering

1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training

Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking

Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models

Beyond Final Answers: Evaluating Large Language Models for Math Tutoring

Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models

Rule-Guided Feedback: Enhancing Reasoning by Enforcing Rule Adherence in Large Language Models

Vulnerability Detection: From Formal Verification to Large Language Models and Hybrid Approaches: A Comprehensive Overview

ProtTeX: Structure-In-Context Reasoning and Editing of Proteins with Large Language Models

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models

General-Purpose Aerial Intelligent Agents Empowered by Large Language Models

HBTP: Heuristic Behavior Tree Planning with Large Language Model Reasoning

OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD

Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation

Smaller Large Language Models Can Do Moral Self-Correction

Steering Large Language Models between Code Execution and Textual Reasoning

Digital Player: Evaluating Large Language Models based Human-like Agent in Games

An Agent Framework for Real-Time Financial Information Searching with Large Language Models

Wi-Chat: Large Language Model Powered Wi-Fi Sensing