语言大模型 / LLM - arXivDaily 专题

2305.09802 2024-01-29 cs.HC cs.AI 89%

Sasha: Creative Goal-Oriented Reasoning in Smart Homes with Large Language Models

Evan King, Haoxiang Yu, Sangsu Lee, Christine Julien

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 To appear in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (March 2024)

2401.10491 2024-01-23 cs.CL 89%

Knowledge Fusion of Large Language Models

Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi

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 to ICLR 2024

2401.02705 2024-01-11 cs.AI 89%

XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model

Zhitao Wang, Wei Wang, Zirao Li, Long Wang, Can Yi, Xinjie Xu, Luyang Cao, Hanjing Su, Shouzhi Chen, Jun Zhou

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

2308.15197 2024-01-10 cs.AI cs.SI physics.soc-ph 89%

Where Would I Go Next? Large Language Models as Human Mobility Predictors

Xinglei Wang, Meng Fang, Zichao Zeng, Tao Cheng

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 Major changes: Used the entire FSQ-NYC dataset (table 1). Used Geolife for ablation study (figure 5). Incorporated time-unknown prediction performance (table 2), robustness testing(section 5.6), and ethical statement (appendix). Reformatted the paper using double column template

2401.04334 2024-01-10 cs.RO cs.AI 89%

Large Language Models for Robotics: Opportunities, Challenges, and Perspectives

Jiaqi Wang, Zihao Wu, Yiwei Li, Hanqi Jiang, Peng Shu, Enze Shi, Huawen Hu, Chong Ma, Yiheng Liu, Xuhui Wang, Yincheng Yao, Xuan Liu, Huaqin Zhao, Zhengliang Liu, Haixing Dai, Lin Zhao, Bao Ge, Xiang Li, Tianming Liu, Shu 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

2401.03428 2024-01-09 cs.AI cs.MA 89%

Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

Yuheng Cheng, Ceyao Zhang, Zhengwen Zhang, Xiangrui Meng, Sirui Hong, Wenhao Li, Zihao Wang, Zekai Wang, Feng Yin, Junhua Zhao, Xiuqiang He

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

2308.12682 2024-01-03 cs.AI 89%

SayCanPay: Heuristic Planning with Large Language Models using Learnable Domain Knowledge

Rishi Hazra, Pedro Zuidberg Dos Martires, Luc De Raedt

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 in AAAI 2024. Website: https://rishihazra.github.io/SayCanPay/

2305.11014 2023-12-20 cs.AI 89%

Generalized Planning in PDDL Domains with Pretrained Large Language Models

Tom Silver, Soham Dan, Kavitha Srinivas, Joshua B. Tenenbaum, Leslie Pack Kaelbling, Michael Katz

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 AAAI 2024

2305.03453 2023-12-19 cs.CL 89%

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering

Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao 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

Comments AAAI 2024

2312.07850 2023-12-14 cs.AI 89%

Large Language Model Enhanced Multi-Agent Systems for 6G Communications

Feibo Jiang, Li Dong, Yubo Peng, Kezhi Wang, Kun Yang, Cunhua Pan, Dusit Niyato, Octavia A. Dobre

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 Submitted for possible journal publication

2312.06876 2023-12-13 cs.RO cs.AI 89%

Interactive Planning Using Large Language Models for Partially Observable Robotics Tasks

Lingfeng Sun, Devesh K. Jha, Chiori Hori, Siddarth Jain, Radu Corcodel, Xinghao Zhu, Masayoshi Tomizuka, Diego Romeres

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 22 pages, 4 figures

2304.14721 2023-12-08 cs.RO cs.CL cs.SE cs.SY eess.SY 89%

Towards autonomous system: flexible modular production system enhanced with large language model agents

Yuchen Xia, Manthan Shenoy, Nasser Jazdi, Michael Weyrich

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 This is the pre-print draft manuscript. The peer-reviewed version will be published exclusively by IEEE after the conference, which is set to take place from September 12th to 15th, 2023. We've made several improvements to the final version of the paper based on valuable feedback and suggestions from other researchers

Journal ref 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA)

2312.03458 2023-12-07 cs.CL 89%

Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification

Chengguang Gan, Qinghao Zhang, Tatsunori Mori

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

2312.01823 2023-12-05 cs.CL 89%

Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Zhangyue Yin, Qiushi Sun, Cheng Chang, Qipeng Guo, Junqi Dai, Xuanjing Huang, Xipeng Qiu

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 19 pages, 11 figures, accepted by EMNLP2023

2312.01044 2023-12-05 cs.CL 89%

Large Language Models Are Zero-Shot Text Classifiers

Zhiqiang Wang, Yiran Pang, Yanbin Lin

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 9 pages, 3 figures, 6 tables

2311.11689 2023-11-21 cs.AI 89%

Causal Structure Learning Supervised by Large Language Model

Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Huanhuan Chen

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

2311.11315 2023-11-21 cs.AI 89%

TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Yilun Kong, Jingqing Ruan, Yihong Chen, Bin Zhang, Tianpeng Bao, Shiwei Shi, Guoqing Du, Xiaoru Hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui 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

2308.00245 2023-11-17 cs.SE cs.AI 89%

The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models

Haonan Li, Yu Hao, Yizhuo Zhai, Zhiyun Qian

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

2311.08732 2023-11-16 cs.CL 89%

Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models

Minze Chen, Zhenxiang Tao, Weitong Tang, Tingxin Qin, Rui Yang, Chunli Zhu

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 26 pages, 6 figures

2311.07948 2023-11-15 cs.PL cs.LG 89%

Finding Inductive Loop Invariants using Large Language Models

Adharsh Kamath, Aditya Senthilnathan, Saikat Chakraborty, Pantazis Deligiannis, Shuvendu K. Lahiri, Akash Lal, Aseem Rastogi, Subhajit Roy, Rahul Sharma

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

2311.07918 2023-11-15 cs.CL 89%

Automated title and abstract screening for scoping reviews using the GPT-4 Large Language Model

David Wilkins

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 12 pages, 4 figures

2305.14999 2023-11-03 cs.CL 89%

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models

Jingyuan Qi, Zhiyang Xu, Ying Shen, Minqian Liu, Di Jin, Qifan Wang, Lifu Huang

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 ACL 2023 main

2309.12161 2023-11-02 cs.CL 89%

Code Soliloquies for Accurate Calculations in Large Language Models

Shashank Sonkar, MyCo Le, Xinghe Chen, Naiming Liu, Debshila Basu Mallick, Richard G. Baraniuk

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

2305.15064 2023-10-27 cs.CL 89%

AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models

Siqi Ouyang, 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

Comments EMNLP 2023 Findings

2310.04928 2023-10-24 cs.CL 89%

Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU

Fajri Koto, Nurul Aisyah, Haonan Li, Timothy Baldwin

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 at EMNLP 2023

2308.15684 2023-10-19 cs.RO cs.AI 89%

Interactively Robot Action Planning with Uncertainty Analysis and Active Questioning by Large Language Model

Kazuki Hori, Kanata Suzuki, Tetsuya Ogata

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 7 pages, 6 figures, accepted at SII 2024

2310.10590 2023-10-17 cs.CL 89%

Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment

Ji Qi, Kaixuan Ji, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Bin Xu

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

2310.10047 2023-10-17 cs.CL 89%

Improving Large Language Model Fine-tuning for Solving Math Problems

Yixin Liu, Avi Singh, C. Daniel Freeman, John D. Co-Reyes, Peter J. Liu

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

2310.08118 2023-10-13 cs.AI 89%

Can Large Language Models Really Improve by Self-critiquing Their Own Plans?

Karthik Valmeekam, Matthew Marquez, Subbarao Kambhampati

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

2310.08034 2023-10-13 cs.HC cs.AI cs.RO 89%

Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles

Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran 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.AI

Comments arXiv admin note: text overlap with arXiv:2309.10228

1. 推理与问题求解 18971 篇

Sasha: Creative Goal-Oriented Reasoning in Smart Homes with Large Language Models

Knowledge Fusion of Large Language Models

XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model

Where Would I Go Next? Large Language Models as Human Mobility Predictors

Large Language Models for Robotics: Opportunities, Challenges, and Perspectives

Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

SayCanPay: Heuristic Planning with Large Language Models using Learnable Domain Knowledge

Generalized Planning in PDDL Domains with Pretrained Large Language Models

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering

Large Language Model Enhanced Multi-Agent Systems for 6G Communications

Interactive Planning Using Large Language Models for Partially Observable Robotics Tasks

Towards autonomous system: flexible modular production system enhanced with large language model agents

Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification

Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Large Language Models Are Zero-Shot Text Classifiers

Causal Structure Learning Supervised by Large Language Model

TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models

Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models

Finding Inductive Loop Invariants using Large Language Models

Automated title and abstract screening for scoping reviews using the GPT-4 Large Language Model

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models

Code Soliloquies for Accurate Calculations in Large Language Models

AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models

Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU

Interactively Robot Action Planning with Uncertainty Analysis and Active Questioning by Large Language Model

Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment

Improving Large Language Model Fine-tuning for Solving Math Problems

Can Large Language Models Really Improve by Self-critiquing Their Own Plans?

Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles