语言大模型 / LLM - arXivDaily 专题

2409.08406 2024-12-20 cs.CL cs.AI 90%

Knowledge Tagging with Large Language Model based Multi-Agent System

Hang Li, Tianlong Xu, Ethan Chang, Qingsong Wen

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 by AAAI 2025 (AAAI/IAAI 2025 Innovative Application Award)

2408.09849 2024-12-13 cs.CL cs.AI 90%

Importance Weighting Can Help Large Language Models Self-Improve

Chunyang Jiang, Chi-min Chan, Wei Xue, Qifeng Liu, Yike Guo

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

2402.10980 2024-12-10 physics.chem-ph cs.AI cs.CE cs.LG 90%

ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback

Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury

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 9 pages, accepted by ICML 2024, final version

2412.00103 2024-12-03 cs.RO cs.AI cs.LG 90%

MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models

Angus Fung, Aaron Hao Tan, Haitong Wang, Beno Benhabib, Goldie Nejat

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、cs.LG

2411.17255 2024-12-03 cs.LG cs.AI 90%

APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents

Jun Yu Chen, Tao 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、cs.LG

Comments 8 pages

2411.14465 2024-11-25 cs.CL cs.LG 90%

Testing Uncertainty of Large Language Models for Physics Knowledge and Reasoning

Elizaveta Reganova, Peter Steinbach

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

2411.13826 2024-11-22 cs.CL cs.LG 90%

Interactive and Expressive Code-Augmented Planning with Large Language Models

Anthony Z. Liu, Xinhe Wang, Jacob Sansom, Yao Fu, Jongwook Choi, Sungryull Sohn, Jaekyeom Kim, Honglak Lee

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

2410.05558 2024-11-19 cs.CL cs.AI 90%

Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives

Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang

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 EMNLP'24 Findings

2312.11282 2024-11-18 cs.CL cs.AI 90%

Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs

Yuxuan Huang

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

2305.11595 2024-11-15 cs.CL cs.AI 90%

Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate

Kai Xiong, Xiao Ding, Yixin Cao, Ting Liu, Bing Qin

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 EMNLP 2023 Findings Camera Ready Version

2410.02742 2024-11-13 cs.CL cs.LG cs.RO 90%

Grounding Large Language Models In Embodied Environment With Imperfect World Models

Haolan Liu, Jishen 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.CL、cs.LG

2411.03284 2024-11-06 cs.AI cs.CL cs.MA 90%

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents

Dawei Li, Zhen Tan, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi 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、cs.AI

Comments Under Review

2411.01790 2024-11-05 cs.AI cs.LG 90%

Thinking Forward and Backward: Effective Backward Planning with Large Language Models

Allen Z. Ren, Brian Ichter, Anirudha Majumdar

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 Under review

2402.04559 2024-11-04 cs.AI cs.CL cs.HC 90%

Can Large Language Model Agents Simulate Human Trust Behavior?

Chengxing Xie, Canyu Chen, Feiran Jia, Ziyu Ye, Shiyang Lai, Kai Shu, Jindong Gu, Adel Bibi, Ziniu Hu, David Jurgens, James Evans, Philip Torr, Bernard Ghanem, Guohao 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.AI

Comments Accepted to Proceedings of NeurIPS 2024. The first two authors contributed equally. 10 pages for main paper, 56 pages including appendix. Project website: https://agent-trust.camel-ai.org

2410.21490 2024-10-30 cs.CL cs.AI cs.ET 90%

Can Large Language Models Act as Symbolic Reasoners?

Rob Sullivan, Nelly Elsayed

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, currently under review

2410.20007 2024-10-29 cs.AI cs.CL 90%

Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models

Danqing Wang, Zhuorui Ye, Fei Fang, Lei 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.AI

Comments Working in progress

2404.17524 2024-10-21 cs.AI cs.CL 90%

On the Use of Large Language Models to Generate Capability Ontologies

Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay

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 \c{opyright} 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

2410.12298 2024-10-18 cs.CL cs.AI 90%

Pyramid-Driven Alignment: Pyramid Principle Guided Integration of Large Language Models and Knowledge Graphs

Lei Sun, Xinchen Wang, Youdi 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.AI

2402.01521 2024-10-18 cs.CL cs.AI 90%

K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning

Yadong Zhang, Shaoguang Mao, Tao Ge, Xun Wang, Yan Xia, Man Lan, Furu Wei

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

2410.12959 2024-10-18 cs.AI cs.CL 90%

Large Language Models as a Tool for Mining Object Knowledge

Hannah YoungEun An, Lenhart K. Schubert

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

2410.09780 2024-10-15 cs.CL cs.AI 90%

Expanding Search Space with Diverse Prompting Agents: An Efficient Sampling Approach for LLM Mathematical Reasoning

Gisang Lee, Sangwoo Park, Junyoung Park, Andrew Chung, Sieun Park, Yoonah Park, Byungju Kim, Min-gyu Cho

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

Comments 6 pages, 4 figures

2410.09671 2024-10-15 cs.AI cs.CL 90%

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

Jun Wang, Meng Fang, Ziyu Wan, Muning Wen, Jiachen Zhu, Anjie Liu, Ziqin Gong, Yan Song, Lei Chen, Lionel M. Ni, Linyi Yang, Ying Wen, Weinan 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

2408.15778 2024-10-15 cs.AI cs.CL 90%

LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models

Jiayi Gui, Yiming Liu, Jiale Cheng, Xiaotao Gu, Xiao Liu, Hongning Wang, Yuxiao Dong, Jie Tang, Minlie Huang

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

2401.17169 2024-10-15 cs.CL cs.AI cs.LO 90%

Conditional and Modal Reasoning in Large Language Models

Wesley H. Holliday, Matthew Mandelkern, Cedegao E. Zhang

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 for The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). Final version includes additional models and additional inference patterns

2410.07768 2024-10-11 cs.CL cs.LG 90%

Dialectical Behavior Therapy Approach to LLM Prompting

Oxana Vitman, Nika Amaglobeli, Paul Plachinda

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

2410.07765 2024-10-11 cs.CL cs.AI 90%

GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps

Muhammad Umair Nasir, Steven James, Julian Togelius

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 38th Conference on Neural Information Processing Systems (NeurIPS 2024) Track on Datasets and Benchmarks

2410.06667 2024-10-11 cs.CL cs.AI 90%

Large Language Models as Code Executors: An Exploratory Study

Chenyang Lyu, Lecheng Yan, Rui Xing, Wenxi Li, Younes Samih, Tianbo Ji, Longyue Wang

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

2407.10167 2024-10-11 cs.CL cs.AI 90%

Key-Point-Driven Mathematical Reasoning Distillation of Large Language Model

Xunyu Zhu, Jian Li, Can Ma, Weiping 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

Comments Major Updates:1.fix faults in the error analysis, 2. improve our method, 3. use ChatGPT as teacher LLMs to ensure fairness in performance comparisons

2407.17125 2024-10-07 cs.CL cs.LG 90%

To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity

Anastasiia Sedova, Robert Litschko, Diego Frassinelli, Benjamin Roth, Barbara Plank

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 EMNLP 2024 Findings

2405.03000 2024-10-07 cs.CL cs.AI 90%

MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning

Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Haotian Sun, Hang Wu, Carl Yang, May D. 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

Comments Accepted in EMNLP 2024 main conference

1. 推理与问题求解 18936 篇

Knowledge Tagging with Large Language Model based Multi-Agent System

Importance Weighting Can Help Large Language Models Self-Improve

ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback

MLLM-Search: A Zero-Shot Approach to Finding People using Multimodal Large Language Models

APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents

Testing Uncertainty of Large Language Models for Physics Knowledge and Reasoning

Interactive and Expressive Code-Augmented Planning with Large Language Models

Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives

Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs

Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate

Grounding Large Language Models In Embodied Environment With Imperfect World Models

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents

Thinking Forward and Backward: Effective Backward Planning with Large Language Models

Can Large Language Model Agents Simulate Human Trust Behavior?

Can Large Language Models Act as Symbolic Reasoners?

Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models

On the Use of Large Language Models to Generate Capability Ontologies

Pyramid-Driven Alignment: Pyramid Principle Guided Integration of Large Language Models and Knowledge Graphs

K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning

Large Language Models as a Tool for Mining Object Knowledge

Expanding Search Space with Diverse Prompting Agents: An Efficient Sampling Approach for LLM Mathematical Reasoning

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models

Conditional and Modal Reasoning in Large Language Models

Dialectical Behavior Therapy Approach to LLM Prompting

GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps

Large Language Models as Code Executors: An Exploratory Study

Key-Point-Driven Mathematical Reasoning Distillation of Large Language Model

To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity

MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning