语言大模型 / LLM - arXivDaily 专题

2402.17786 2024-02-29 cs.AI cs.CL cs.LG 89%

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models

Zilong Zhao, Yao Rong, Dongyang Guo, Emek Gözlüklü, Emir Gülboy, Enkelejda Kasneci

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

2402.09756 2024-02-16 cs.NI eess.SP 89%

Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach

Hongyang Du, Guangyuan Liu, Yijing Lin, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim

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

2307.08715 2024-02-14 cs.CR 89%

MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu

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

Journal ref The Network and Distributed System Security Symposium (NDSS) 2024

2401.02695 2024-02-07 cs.RO cs.CV 89%

VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model

Pengying Wu, Yao Mu, Bingxian Wu, Yi Hou, Ji Ma, Shanghang Zhang, Chang Liu

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

Comments 18 pages, 13 figures

2401.14673 2024-01-31 cs.RO 89%

Generative Expressive Robot Behaviors using Large Language Models

Karthik Mahadevan, Jonathan Chien, Noah Brown, Zhuo Xu, Carolina Parada, Fei Xia, Andy Zeng, Leila Takayama, Dorsa Sadigh

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

2401.12586 2024-01-30 cs.HC 89%

C2Ideas: Supporting Creative Interior Color Design Ideation with Large Language Model

Yihan Hou, Manling Yang, Hao Cui, Lei Wang, Jie Xu, Wei Zeng

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

Comments 26 pages, 11 figures

2308.10835 2024-01-26 cs.IR 89%

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Yan Wang, Zhixuan Chu, Xin Ouyang, Simeng Wang, Hongyan Hao, Yue Shen, Jinjie Gu, Siqiao Xue, James Y Zhang, Qing Cui, Longfei Li, Jun Zhou, Sheng Li

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

Comments 12 pages, 6 figures

2401.10558 2024-01-22 stat.AP 89%

ICBeLLM: High Quality International Events Data with Open Source Large Language Models on Consumer Hardware

Rex W. Douglass, Thomas Leo Scherer, J. Andrés Gannon, Erik Gartzke

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

2309.09182 2024-01-12 cs.RO 89%

Optimal Scene Graph Planning with Large Language Model Guidance

Zhirui Dai, Arash Asgharivaskasi, Thai Duong, Shusen Lin, Maria-Elizabeth Tzes, George Pappas, Nikolay Atanasov

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

2312.17532 2024-01-01 cs.CL cs.AI cs.LG 89%

Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception

Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen 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、cs.AI、cs.LG

Comments Accepted in the 40th IEEE International Conference on Data Engineering (ICDE 2024)

2312.16702 2023-12-29 cs.CL cs.AI cs.DB cs.LG 89%

Rethinking Tabular Data Understanding with Large Language Models

Tianyang Liu, Fei Wang, Muhao 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、cs.AI、cs.LG

2310.18532 2023-12-19 cs.SE 89%

SkipAnalyzer: A Tool for Static Code Analysis with Large Language Models

Mohammad Mahdi Mohajer, Reem Aleithan, Nima Shiri Harzevili, Moshi Wei, Alvine Boaye Belle, Hung Viet Pham, Song Wang

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

2311.17365 2023-11-30 cs.CV 89%

Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning

Xiaoqian Wu, Yong-Lu Li, Jianhua Sun, Cewu Lu

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

Comments Accepted by NeurIPS 2023

2311.11860 2023-11-28 cs.CV 89%

LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge

Gongwei Chen, Leyang Shen, Rui Shao, Xiang Deng, Liqiang Nie

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

Comments Technical Report. Project page: https://rshaojimmy.github.io/Projects/JiuTian-LION Code: https://github.com/rshaojimmy/JiuTian

2311.08166 2023-11-15 cs.AI cond-mat.dis-nn cond-mat.mtrl-sci cs.CL cs.LG 89%

MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge

Bo Ni, Markus J. Buehler

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

2311.01403 2023-11-03 cs.RO 89%

REAL: Resilience and Adaptation using Large Language Models on Autonomous Aerial Robots

Andrea Tagliabue, Kota Kondo, Tong Zhao, Mason Peterson, Claudius T. Tewari, Jonathan P. How

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

Comments 13 pages, 5 figures, conference workshop

2305.14078 2023-10-31 cs.RO 89%

Large Language Models as Commonsense Knowledge for Large-Scale Task Planning

Zirui Zhao, Wee Sun Lee, David Hsu

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

Comments In Proceedings of NeurIPS 2023

2310.05253 2023-10-23 cs.CL cs.AI cs.LG 89%

Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models

Haoran Wang, Kai Shu

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

Comments Findings of EMNLP 2023

2310.02046 2023-10-04 cs.SE 89%

Improving web element localization by using a large language model

Michel Nass, Emil Alegroth, Robert Feldt

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

2212.09597 2023-09-19 cs.CL cs.AI cs.CV cs.IR cs.LG 89%

Reasoning with Language Model Prompting: A Survey

Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen

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

Comments ACL 2023, 24 pages, add references of theoretical analysis

2309.07062 2023-09-14 cs.PL cs.AI cs.CL cs.LG 89%

Large Language Models for Compiler Optimization

Chris Cummins, Volker Seeker, Dejan Grubisic, Mostafa Elhoushi, Youwei Liang, Baptiste Roziere, Jonas Gehring, Fabian Gloeckle, Kim Hazelwood, Gabriel Synnaeve, Hugh Leather

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

2308.11483 2023-08-23 cs.CL cs.AI cs.LG 89%

Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions

Pouya Pezeshkpour, Estevam Hruschka

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

2212.10071 2023-06-14 cs.CL cs.AI cs.LG 89%

Large Language Models Are Reasoning Teachers

Namgyu Ho, Laura Schmid, Se-Young Yun

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

Comments ACL 2023 camera-ready

2306.03917 2023-06-08 cs.CL cs.AI cs.LG 89%

Turning large language models into cognitive models

Marcel Binz, Eric Schulz

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

2305.04369 2023-06-02 cs.FL 89%

Getting More out of Large Language Models for Proofs

Shizhuo Dylan Zhang, Talia Ringer, Emily First

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

2209.08141 2023-05-23 cs.CL cs.AI cs.LG 89%

Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models

Ben Prystawski, Paul Thibodeau, Christopher Potts, Noah D. Goodman

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

Comments 7 pages, 1 figure

2305.05364 2023-05-10 cs.LG cs.AI cs.CL 89%

Large Language Model Programs

Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li

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

2303.05510 2023-03-10 cs.LG cs.AI cs.CL cs.PL 89%

Planning with Large Language Models for Code Generation

Shun Zhang, Zhenfang Chen, Yikang Shen, Mingyu Ding, Joshua B. Tenenbaum, Chuang Gan

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

Comments ICLR 2023. Project page:https://codeaimcts.github.io

2205.05718 2022-05-13 cs.CL cs.AI cs.LG cs.SC 89%

Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks

Katherine M. Collins, Catherine Wong, Jiahai Feng, Megan Wei, Joshua B. Tenenbaum

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

Comments Originally accepted to the 2022 Cognitive Science (CogSci) conference

2506.04867 2026-02-25 cs.AI cs.HC cs.LG cs.RO 89%

Sensory-Motor Control with Large Language Models via Iterative Policy Refinement

通过迭代策略优化实现大语言模型的感官-运动控制

Jônata Tyska Carvalho, Stefano Nolfi

机构 * Federal University of Santa Catarina (UFSC)（圣卡塔琳娜联邦大学）； Institute of Cognitive Sciences and Technologies (ISTC-CNR)（认知科学与技术研究所）

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

AI总结本文提出通过迭代策略优化，利用大语言模型控制具身代理，结合符号知识与子符号感官运动数据实现高效控制。

Comments Final version of the article accepted for publication on Scientific Reports. 29 pages (13 pages are from appendix), 8 figures, 2 tables, code for experiments replication and supplementary material provided at https://github.com/jtyska/llm-robotics-article/

1. 推理与问题求解 18837 篇

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models

Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach

MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model

Generative Expressive Robot Behaviors using Large Language Models

C2Ideas: Supporting Creative Interior Color Design Ideation with Large Language Model

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

ICBeLLM: High Quality International Events Data with Open Source Large Language Models on Consumer Hardware

Optimal Scene Graph Planning with Large Language Model Guidance

Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception

Rethinking Tabular Data Understanding with Large Language Models

SkipAnalyzer: A Tool for Static Code Analysis with Large Language Models

Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning

LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge

MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge

REAL: Resilience and Adaptation using Large Language Models on Autonomous Aerial Robots

Large Language Models as Commonsense Knowledge for Large-Scale Task Planning

Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models

Improving web element localization by using a large language model

Reasoning with Language Model Prompting: A Survey

Large Language Models for Compiler Optimization

Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions

Large Language Models Are Reasoning Teachers

Turning large language models into cognitive models

Getting More out of Large Language Models for Proofs

Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models

Large Language Model Programs

Planning with Large Language Models for Code Generation

Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks

Sensory-Motor Control with Large Language Models via Iterative Policy Refinement