语言大模型 / LLM - arXivDaily 专题

2306.03799 2024-03-29 cs.CL 88%

Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models

Fobo Shi, Peijun Qing, Dong Yang, Nan Wang, Youbo Lei, Haonan Lu, Xiaodong Lin, Duantengchuan Li

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 Natural language processing (NLP)

2403.18230 2024-03-28 cs.AI 88%

Large Language Models Need Consultants for Reasoning: Becoming an Expert in a Complex Human System Through Behavior Simulation

Chuwen Wang, Shirong Zeng, Cheng Wang

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

2403.18062 2024-03-28 cs.RO cs.AI 88%

ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition

Samuel Li, Sarthak Bhagat, Joseph Campbell, Yaqi Xie, Woojun Kim, Katia Sycara, Simon Stepputtis

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 8 pages

2310.09725 2024-03-26 cs.CL 88%

KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models

Yuyang Bai, Shangbin Feng, Vidhisha Balachandran, Zhaoxuan Tan, Shiqi Lou, Tianxing He, Yulia Tsvetkov

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 TheWebConf 2024

2401.11467 2024-03-21 cs.CL 88%

Over-Reasoning and Redundant Calculation of Large Language Models

Cheng-Han Chiang, Hung-yi Lee

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 EACL 2024 main conference paper. Camera-ready version

2403.08844 2024-03-15 cs.HC cs.AI cs.IR 88%

AcademiaOS: Automating Grounded Theory Development in Qualitative Research with Large Language Models

Thomas Übellacker

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 Live version: https://academia-os.org Source code: https://github.com/thomasuebi/academia-os

2402.04614 2024-03-15 cs.CL 88%

Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Chirag Agarwal, Sree Harsha Tanneru, Himabindu Lakkaraju

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

2311.09862 2024-03-15 cs.CL cs.SI 88%

Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models

Debarati Das, Ishaan Gupta, Jaideep Srivastava, Dongyeop Kang

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

2403.02164 2024-03-06 cs.AI cs.MA 88%

Cognition is All You Need -- The Next Layer of AI Above Large Language Models

Nova Spivack, Sam Douglas, Michelle Crames, Tim Connors

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 63 pages, 18 figures

2403.01972 2024-03-05 cs.CL 88%

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models

Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong 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

Comments Accepted by LREC-COLING 2024

2312.01714 2024-03-05 cs.CL 88%

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models

Bingshuai Liu, Chenyang Lyu, Zijun Min, Zhanyu Wang, Jinsong Su, Longyue Wang

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

2311.09827 2024-03-01 cs.CL 88%

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking

Nan Xu, Fei Wang, Ben Zhou, Bang Zheng Li, Chaowei Xiao, 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

2402.17938 2024-02-29 cs.CR cs.CL 88%

EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models

Ruisi Zhang, Farinaz Koushanfar

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 Accept to DAC 2024

2402.17226 2024-02-28 cs.CL 88%

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models

Xiaolong Wang, Yile Wang, Yuanchi Zhang, Fuwen Luo, Peng Li, Maosong Sun, Yang 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

2402.10400 2024-02-26 cs.CL 88%

Chain of Logic: Rule-Based Reasoning with Large Language Models

Sergio Servantez, Joe Barrow, Kristian Hammond, Rajiv Jain

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

2305.13269 2024-02-22 cs.CL 88%

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources

Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, 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 Accepted by ICLR 2024

2402.00745 2024-02-02 cs.CL 88%

Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement

Xin Quan, Marco Valentino, Louise A. Dennis, André Freitas

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 Camera-ready for EACL 2024

2308.16505 2024-01-31 cs.IR cs.AI 88%

Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Xu Huang, Jianxun Lian, Yuxuan Lei, Jing Yao, Defu Lian, Xing Xie

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 18 pages, 17 figures, 7 tables

2310.02161 2024-01-30 cs.HC cs.AI 88%

Selenite: Scaffolding Online Sensemaking with Comprehensive Overviews Elicited from Large Language Models

Michael Xieyang Liu, Tongshuang Wu, Tianying Chen, Franklin Mingzhe Li, Aniket Kittur, Brad A. Myers

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 Accepted to CHI 2024

2401.12224 2024-01-24 cs.AR cs.AI 88%

LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Ruizhe Zhong, Xingbo Du, Shixiong Kai, Zhentao Tang, Siyuan Xu, Hui-Ling Zhen, Jianye Hao, Qiang Xu, Mingxuan Yuan, Junchi Yan

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 15 pages, 4 figures

2311.13884 2024-01-24 cs.AI 88%

Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach

Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Lijuan Li, Guoliang Fan

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 13 pages, 11 figures

2401.10744 2024-01-22 cs.AI 88%

FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models

Ziqiang Yuan, Kaiyuan Wang, Shoutai Zhu, Ye Yuan, Jingya Zhou, Yanlin Zhu, Wenqi Wei

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 Under submission of IEEE Transactions

2311.12241 2024-01-10 cs.AI 88%

InteraSSort: Interactive Assortment Planning Using Large Language Models

Saketh Reddy Karra, Theja Tulabandhula

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

2401.03238 2024-01-09 cs.HC cs.AI cs.CY 88%

Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors

Sanjit Kakarla, Danielle Thomas, Jionghao Lin, Shivang Gupta, Kenneth R. Koedinger

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 13 page Workshop paper, AAAI2024 Workshop on AI for Education - Bridging Innovation and Responsibility, Tutoring, Tutor evaluation, Real-time feedback, Math learning, LLMs, GPT-4

2312.17117 2023-12-29 cs.CV cs.AI 88%

Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos

Houlun Chen, Xin Wang, Hong Chen, Zihan Song, Jia Jia, Wenwu Zhu

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

2312.13545 2023-12-25 cs.CL 88%

Developing Interactive Tourism Planning: A Dialogue Robot System Powered by a Large Language Model

Katsumasa Yoshikawa, Takato Yamazaki, Masaya Ohagi, Tomoya Mizumoto, Keiya Sato

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 This paper is part of the proceedings of the Dialogue Robot Competition 2023

2311.08152 2023-12-19 cs.CL 88%

Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration

Zhenran Xu, Senbao Shi, Baotian Hu, Jindi Yu, Dongfang Li, Min Zhang, Yuxiang Wu

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 16 pages, 6 figures, 11 tables. Work in progress

2305.02105 2023-12-12 cs.CL 88%

GPT-RE: In-context Learning for Relation Extraction using Large Language Models

Zhen Wan, Fei Cheng, Zhuoyuan Mao, Qianying Liu, Haiyue Song, Jiwei Li, Sadao Kurohashi

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 by EMNLP 2023 Main Conference (long paper)

2311.17355 2023-11-30 cs.CL 88%

Are Large Language Models Good Fact Checkers: A Preliminary Study

Han Cao, Lingwei Wei, Mengyang Chen, Wei Zhou, Songlin Hu

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

2311.03739 2023-11-27 cs.FL cs.AI 88%

Leveraging Large Language Models for Automated Proof Synthesis in Rust

Jianan Yao, Ziqiao Zhou, Weiteng Chen, Weidong Cui

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

Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models

Large Language Models Need Consultants for Reasoning: Becoming an Expert in a Complex Human System Through Behavior Simulation

ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition

KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models

Over-Reasoning and Redundant Calculation of Large Language Models

AcademiaOS: Automating Grounded Theory Development in Qualitative Research with Large Language Models

Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models

Cognition is All You Need -- The Next Layer of AI Above Large Language Models

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking

EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models

Chain of Logic: Rule-Based Reasoning with Large Language Models

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources

Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement

Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Selenite: Scaffolding Online Sensemaking with Comprehensive Overviews Elicited from Large Language Models

LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach

FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models

InteraSSort: Interactive Assortment Planning Using Large Language Models

Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors

Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos

Developing Interactive Tourism Planning: A Dialogue Robot System Powered by a Large Language Model

Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration

GPT-RE: In-context Learning for Relation Extraction using Large Language Models

Are Large Language Models Good Fact Checkers: A Preliminary Study

Leveraging Large Language Models for Automated Proof Synthesis in Rust