语言大模型 / LLM - arXivDaily 专题

2311.13445 2023-11-23 cs.LG cs.CR 88%

Transfer Attacks and Defenses for Large Language Models on Coding Tasks

Chi Zhang, Zifan Wang, Ravi Mangal, Matt Fredrikson, Limin Jia, Corina Pasareanu

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

2311.13314 2023-11-23 cs.CL 88%

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting

Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun

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

2311.09050 2023-11-16 cs.CV cs.AI 88%

Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts

Yunshi Lan, Xiang Li, Xin Liu, Yang Li, Wei Qin, Weining Qian

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

2311.07076 2023-11-14 cs.CL 88%

On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts

Qineng Wang, Zihao Wang, Ying Su, Yangqiu Song

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 Working in progress, and code will be released soon

2310.05499 2023-11-14 cs.AI 88%

Integrating Graphs with Large Language Models: Methods and Prospects

Shirui Pan, Yizhen Zheng, Yixin Liu

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

Journal ref IEEE Intelligent System (2023)

2305.14323 2023-11-07 cs.CL 88%

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models

Zhipeng Chen, Kun Zhou, Beichen Zhang, Zheng Gong, Wayne Xin Zhao, Ji-Rong Wen

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 14 pages, working in progress, Findings of EMNLP 2023

2305.15393 2023-10-31 cs.CV cs.AI 88%

LayoutGPT: Compositional Visual Planning and Generation with Large Language Models

Weixi Feng, Wanrong Zhu, Tsu-jui Fu, Varun Jampani, Arjun Akula, Xuehai He, Sugato Basu, Xin Eric Wang, William Yang 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

Comments NeurIPS 2023

2305.15294 2023-10-24 cs.CL 88%

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu 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 Preprint

2310.14542 2023-10-24 cs.CL 88%

Evaluating Large Language Models on Controlled Generation Tasks

Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma

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 EMNLP 2023

2310.14479 2023-10-24 cs.CL 88%

DetectGPT-SC: Improving Detection of Text Generated by Large Language Models through Self-Consistency with Masked Predictions

Rongsheng Wang, Qi Li, Sihong Xie

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 7 pages, 3 figures

2310.13615 2023-10-23 cs.CL 88%

Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning

An-Zi Yen, Wei-Ling Hsu

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 Findings

2310.11220 2023-10-18 cs.CL 88%

KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models

Jiho Kim, Yeonsu Kwon, Yohan Jo, Edward Choi

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 to EMNLP 2023 Findings

2310.06083 2023-10-11 cs.LG physics.chem-ph 88%

Transformers and Large Language Models for Chemistry and Drug Discovery

Andres M Bran, Philippe Schwaller

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

2310.05149 2023-10-10 cs.CL 88%

Retrieval-Generation Synergy Augmented Large Language Models

Zhangyin Feng, Xiaocheng Feng, Dezhi Zhao, Maojin Yang, Bing Qin

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

2310.04039 2023-10-09 cs.CL 88%

Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models

Wenbei Xie

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

2310.02439 2023-10-05 cs.CL 88%

Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions

Naiming Liu, Shashank Sonkar, Zichao Wang, Simon Woodhead, Richard G. Baraniuk

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

2308.06810 2023-10-03 cs.RO cs.AI 88%

Ground Manipulator Primitive Tasks to Executable Actions using Large Language Models

Yue Cao, C. S. George Lee

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 AAAI Fall Symposium on Unifying Representations for Robot Application Development, Arlington, VA, 2023

2309.12941 2023-09-25 cs.SE cs.AI 88%

Trusta: Reasoning about Assurance Cases with Formal Methods and Large Language Models

Zezhong Chen, Yuxin Deng, Wenjie Du

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 38 pages

2309.10228 2023-09-20 cs.HC cs.AI 88%

Drive as You Speak: Enabling Human-Like Interaction 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)；分类 cs.AI

2309.01686 2023-09-06 cs.CL 88%

MathAttack: Attacking Large Language Models Towards Math Solving Ability

Zihao Zhou, Qiufeng Wang, Mingyu Jin, Jie Yao, Jianan Ye, Wei Liu, Wei Wang, Xiaowei Huang, Kaizhu Huang

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 11 pages, 6 figures

2309.00986 2023-09-06 cs.CL 88%

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models

Chenliang Li, Hehong Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou

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

2308.15118 2023-08-30 cs.CL 88%

Large Language Models on the Chessboard: A Study on ChatGPT's Formal Language Comprehension and Complex Reasoning Skills

Mu-Tien Kuo, Chih-Chung Hsueh, Richard Tzong-Han Tsai

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

2306.06624 2023-08-29 cs.CL 88%

RestGPT: Connecting Large Language Models with Real-World RESTful APIs

Yifan Song, Weimin Xiong, Dawei Zhu, Wenhao Wu, Han Qian, Mingbo Song, Hailiang Huang, Cheng Li, Ke Wang, Rong Yao, Ye Tian, Sujian 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 Add RestBench to evaluate RestGPT

2307.09042 2023-07-31 cs.AI 88%

Emotional Intelligence of Large Language Models

Xuena Wang, Xueting Li, Zi Yin, Yue Wu, Liu Jia

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 36 pages, 5 figures

2307.10573 2023-07-25 cs.AI 88%

Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting

Rylan Schaeffer, Kateryna Pistunova, Samar Khanna, Sarthak Consul, Sanmi Koyejo

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

Comments ICML 2023 Workshop: Knowledge and Logical Reasoning in the Era of Data-driven Learning

2306.17271 2023-07-03 cs.LG 88%

DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios

Vinicius G. Goecks, Nicholas R. Waytowich

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

Comments Accepted at the Workshop on Challenges in Deployable Generative AI at International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA. 2023

2306.12255 2023-06-22 cs.CL 88%

Solving and Generating NPR Sunday Puzzles with Large Language Models

Jingmiao Zhao, Carolyn Jane Anderson

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 To appear in the Proceedings of the 14th International Conference on Computational Creativity (ICCC)

2305.19213 2023-05-31 cs.CL 88%

The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code

Xiao Liu, Da Yin, Chen Zhang, Yansong Feng, Dongyan Zhao

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 Findings of ACL 2023. Code and data are available at https://github.com/xxxiaol/magic-if

2305.14763 2023-05-25 cs.CL 88%

Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models

Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz

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

2305.13782 2023-05-24 cs.CL 88%

Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks

Sherzod Hakimov, David Schlangen

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 at ACL 2023 Findings

1. 推理与问题求解 18857 篇

Transfer Attacks and Defenses for Large Language Models on Coding Tasks

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting

Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts

On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts

Integrating Graphs with Large Language Models: Methods and Prospects

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models

LayoutGPT: Compositional Visual Planning and Generation with Large Language Models

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Evaluating Large Language Models on Controlled Generation Tasks

DetectGPT-SC: Improving Detection of Text Generated by Large Language Models through Self-Consistency with Masked Predictions

Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning

KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models

Transformers and Large Language Models for Chemistry and Drug Discovery

Retrieval-Generation Synergy Augmented Large Language Models

Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models

Novice Learner and Expert Tutor: Evaluating Math Reasoning Abilities of Large Language Models with Misconceptions

Ground Manipulator Primitive Tasks to Executable Actions using Large Language Models

Trusta: Reasoning about Assurance Cases with Formal Methods and Large Language Models

Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles

MathAttack: Attacking Large Language Models Towards Math Solving Ability

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models

Large Language Models on the Chessboard: A Study on ChatGPT's Formal Language Comprehension and Complex Reasoning Skills

RestGPT: Connecting Large Language Models with Real-World RESTful APIs

Emotional Intelligence of Large Language Models

Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting

DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios

Solving and Generating NPR Sunday Puzzles with Large Language Models

The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code

Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models

Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks