语言大模型 / LLM - arXivDaily 专题

2410.11588 2024-10-16 cs.CL 89%

Causal Reasoning in Large Language Models: A Knowledge Graph Approach

Yejin Kim, Eojin Kang, Juae Kim, H. Howie 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

Comments Accepted at NeurIPS 2024 Workshop on Causality and Large Models (CaLM)

2410.08698 2024-10-14 cs.CL cs.CY 89%

SocialGaze: Improving the Integration of Human Social Norms in Large Language Models

Anvesh Rao Vijjini, Rakesh R. Menon, Jiayi Fu, Shashank Srivastava, Snigdha Chaturvedi

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

2404.02018 2024-10-11 cs.RO cs.AI 89%

Large Language Models for Orchestrating Bimanual Robots

Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Wenhao Lu, Stefan Wermter

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 Humanoids 2024. The project website can be found at http://labor-agent.github.io

2410.06462 2024-10-10 cs.CR cs.AI 89%

Hallucinating AI Hijacking Attack: Large Language Models and Malicious Code Recommenders

David Noever, Forrest McKee

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

2401.06853 2024-10-10 cs.CL 89%

Large Language Models Can Learn Temporal Reasoning

Siheng Xiong, Ali Payani, Ramana Kompella, Faramarz Fekri

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 ACL24 (main)

2305.19118 2024-10-10 cs.CL 89%

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Tian Liang, Zhiwei He, Wenxiang Jiao, Xing Wang, Yan Wang, Rui Wang, Yujiu Yang, Shuming Shi, Zhaopeng Tu

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 2024 (main conference)

2410.04223 2024-10-08 cs.LG physics.chem-ph q-bio.BM 89%

Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning

Gang Liu, Michael Sun, Wojciech Matusik, Meng Jiang, Jie 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.LG

Comments 27 pages, 11 figures, 4 tables

2409.05370 2024-10-08 cs.CV cs.AI 89%

KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models

Yingshu Li, Zhanyu Wang, Yunyi Liu, Lei Wang, Lingqiao Liu, Luping 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

2403.00126 2024-10-08 cs.CL 89%

FAC$^2$E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition

Xiaoqiang Wang, Lingfei Wu, Tengfei Ma, Bang 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

Comments Accepted at EMNLP 2024 main conference

2409.19382 2024-10-02 cs.CL 89%

Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models

Seongmin Lee, Jaewook Shin, Youngjin Ahn, Seokin Seo, Ohjoon Kwon, Kee-Eung Kim

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 Work in Progress

2406.03843 2024-10-01 cs.HC cs.AI 89%

POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models

Jianben He, Xingbo Wang, Shiyi Liu, Guande Wu, Claudio Silva, Huamin Qu

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 11 pages, 6 figures

2409.15451 2024-09-25 cs.RO cs.AI cs.CV 89%

Tag Map: A Text-Based Map for Spatial Reasoning and Navigation with Large Language Models

Mike Zhang, Kaixian Qu, Vaishakh Patil, Cesar Cadena, Marco Hutter

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

2409.13741 2024-09-24 cs.CL cs.IR 89%

Knowing When to Ask -- Bridging Large Language Models and Data

Prashanth Radhakrishnan, Jennifer Chen, Bo Xu, Prem Ramaswami, Hannah Pho, Adriana Olmos, James Manyika, R. V. Guha

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 39 pages - 25 page paper, 14 page Appendix, 7 figures, 9 tables

2409.13980 2024-09-24 cs.CV cs.AI 89%

Enhancing Advanced Visual Reasoning Ability of Large Language Models

Zhiyuan Li, Dongnan Liu, Chaoyi Zhang, Heng Wang, Tengfei Xue, Weidong Cai

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 EMNLP 2024 Main

2409.13490 2024-09-23 cs.CL 89%

Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models

Zizheng Lin, Chunkit Chan, Yangqiu Song, Xin 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.CL

Comments Accepted by PRICAI 2024

2409.12541 2024-09-20 cs.CL 89%

Profiling Patient Transcript Using Large Language Model Reasoning Augmentation for Alzheimer's Disease Detection

Chin-Po Chen, Jeng-Lin 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 accepted to EMBC 2024

2402.00157 2024-09-18 cs.CL 89%

Large Language Models for Mathematical Reasoning: Progresses and Challenges

Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng 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 EACL 2024 Student Research Workshop, 8 pages

2402.10778 2024-09-17 cs.RO cs.AI 89%

AutoGPT+P: Affordance-based Task Planning with Large Language Models

Timo Birr, Christoph Pohl, Abdelrahman Younes, Tamim Asfour

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 13 pages, 18 pages including references and appendix, 5 figures

2408.16098 2024-08-30 cs.CL 89%

Structured Event Reasoning with Large Language Models

Li 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

Comments PhD thesis

2408.15565 2024-08-29 cs.CL 89%

SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models

Dian Yu, Baolin Peng, Ye Tian, Linfeng Song, Haitao Mi, Dong Yu

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

2407.12725 2024-08-27 cs.CL 89%

Is Sarcasm Detection A Step-by-Step Reasoning Process in Large Language Models?

Ben Yao, Yazhou Zhang, Qiuchi Li, Jing Qin

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, 5 figures

2408.12832 2024-08-26 cs.CL 89%

LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction

Songwei Li, Jie Feng, Jiawei Chi, Xinyuan Hu, Xiaomeng Zhao, Fengli 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

Comments 13 pages

2408.12148 2024-08-23 cs.AI 89%

Multi-tool Integration Application for Math Reasoning Using Large Language Model

Zhihua Duan, Jialin 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

2408.09682 2024-08-20 cs.AI 89%

Simulating Field Experiments with Large Language Models

Yaoyu Chen, Yuheng Hu, Yingda Lu

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 17 pages, 5 figures, 6 tables

2406.13892 2024-08-20 cs.CL 89%

Adaptable Logical Control for Large Language Models

Honghua Zhang, Po-Nien Kung, Masahiro Yoshida, Guy Van den Broeck, Nanyun Peng

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

2408.02907 2024-08-07 cs.CL 89%

Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering

Tiezheng Guo, Chen Wang, Yanyi Liu, Jiawei Tang, Pan Li, Sai Xu, Qingwen Yang, Xianlin Gao, Zhi Li, Yingyou Wen

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

2312.15880 2024-08-07 cs.CL 89%

KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph

Tiezheng Guo, Qingwen Yang, Chen Wang, Yanyi Liu, Pan Li, Jiawei Tang, Dapeng Li, Yingyou 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

Journal ref Complex & Intelligent Systems (2024): 1-14

2408.01779 2024-08-06 cs.CL 89%

MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems

Wenbei Xie, Donglin Liu, Haoran Yan, Wenjie Wu, Zongyang 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

2402.08115 2024-08-06 cs.AI 89%

On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks

Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati

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:2310.12397

2407.17349 2024-07-25 cs.CL 89%

Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching

Yuyang Ding, Hanglei Hu, Jie Zhou, Qin Chen, Bo Jiang, Liang 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.CL

Comments Accepted By CIKM 2024

1. 推理与问题求解 18810 篇

Causal Reasoning in Large Language Models: A Knowledge Graph Approach

SocialGaze: Improving the Integration of Human Social Norms in Large Language Models

Large Language Models for Orchestrating Bimanual Robots

Hallucinating AI Hijacking Attack: Large Language Models and Malicious Code Recommenders

Large Language Models Can Learn Temporal Reasoning

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning

KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models

FAC$^2$E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition

Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models

POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models

Tag Map: A Text-Based Map for Spatial Reasoning and Navigation with Large Language Models

Knowing When to Ask -- Bridging Large Language Models and Data

Enhancing Advanced Visual Reasoning Ability of Large Language Models

Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models

Profiling Patient Transcript Using Large Language Model Reasoning Augmentation for Alzheimer's Disease Detection

Large Language Models for Mathematical Reasoning: Progresses and Challenges

AutoGPT+P: Affordance-based Task Planning with Large Language Models

Structured Event Reasoning with Large Language Models

SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models

Is Sarcasm Detection A Step-by-Step Reasoning Process in Large Language Models?

LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction

Multi-tool Integration Application for Math Reasoning Using Large Language Model

Simulating Field Experiments with Large Language Models

Adaptable Logical Control for Large Language Models

Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering

KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph

MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems

On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks

Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching