语言大模型 / LLM - arXivDaily 专题

2410.09037 2024-10-14 cs.CL cs.AI 91%

Mentor-KD: Making Small Language Models Better Multi-step Reasoners

Hojae Lee, Junho Kim, SangKeun Lee

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

Comments EMNLP 2024

2408.07705 2024-08-16 cs.IR cs.AI cs.CL 91%

Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models

Sara AlMahri, Liming Xu, Alexandra Brintrup

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

2402.15809 2024-08-09 cs.AI cs.CL 91%

Empowering Large Language Model Agents through Action Learning

Haiteng Zhao, Chang Ma, Guoyin Wang, Jing Su, Lingpeng Kong, Jingjing Xu, Zhi-Hong Deng, Hongxia Yang

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

Comments 9 pages

2406.16891 2024-06-26 cs.CL cs.AI 91%

Survey on Reasoning Capabilities and Accessibility of Large Language Models Using Biology-related Questions

Michael Ackerman

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

Comments 19 pages, 5 figures

2310.03965 2024-06-18 cs.AI cs.CL 91%

Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models

Junchi Yu, Ran He, Rex Ying

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

Comments ICLR 2024

2406.04568 2024-06-10 cs.SE cs.AI cs.LG 91%

StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation

Weike Fang, Zhejian Zhou, Junzhou He, Weihang Wang

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

Comments 9 pages. In the Proceedings of the 41st International Conference on Machine Learning (ICML' 24)

2405.14767 2024-05-28 q-fin.ST cs.CL cs.LG q-fin.TR 91%

FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, Christina Dan Wang

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

Comments FinRobot Whitepaper V1.0

2405.13004 2024-05-24 cs.CL cs.AI 91%

MathDivide: Improved mathematical reasoning by large language models

Saksham Sahai Srivastava, Ashutosh Gandhi

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

Comments 10 pages, 3 figures

2405.01392 2024-05-03 cs.RO cs.AI cs.LG cs.MA physics.space-ph 91%

LLMSat: A Large Language Model-Based Goal-Oriented Agent for Autonomous Space Exploration

David Maranto

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

Comments B.A.Sc thesis

2404.18638 2024-04-30 cs.AI cs.CL 91%

Reinforcement Learning Problem Solving with Large Language Models

Sina Gholamian, Domingo Huh

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

2312.02439 2024-04-23 cs.AI cs.CL cs.CV 91%

Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation

Shanshan Zhong, Zhongzhan Huang, Shanghua Gao, Wushao Wen, Liang Lin, Marinka Zitnik, Pan Zhou

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

Comments Technical report

2403.14358 2024-03-22 cs.LG cs.AI q-bio.BM 91%

Exploring the Potential of Large Language Models in Graph Generation

Yang Yao, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Xu Chu, Yuekui Yang, Wenwu Zhu, Hong Mei

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

2402.03776 2024-03-04 cs.CL cs.AI 91%

Large Language Models As MOOCs Graders

Shahriar Golchin, Nikhil Garuda, Christopher Impey, Matthew Wenger

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

Comments v1.3 preprint

2310.18338 2024-02-28 cs.CL cs.AI 91%

Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning

Gurusha Juneja, Subhabrata Dutta, Soumen Chakrabarti, Sunny Manchanda, Tanmoy Chakraborty

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

Comments EMNLP 2023 (Typos corrected)

2401.03630 2024-02-12 cs.MA cs.AI cs.CL 91%

Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet

Weizhe Chen, Sven Koenig, Bistra Dilkina

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

2401.14003 2024-01-26 cs.CL cs.AI 91%

ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases

Quyet V. Do, Tianqing Fang, Shizhe Diao, Zhaowei Wang, Yangqiu Song

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

Comments Proceedings of EACL 2024

2401.10279 2024-01-22 cs.IR cs.AI cs.CL 91%

A systematic review of geospatial location embedding approaches in large language models: A path to spatial AI systems

Sean Tucker

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

Comments 20 pages, 11 figures, 3 appendices

2309.15074 2023-12-27 cs.CL cs.AI cs.HC cs.NI 91%

Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial

Haoyi Xiong, Jiang Bian, Sijia Yang, Xiaofei Zhang, Linghe Kong, Daqing Zhang

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

Comments Under review

2311.17351 2023-11-30 cs.AI cs.CL 91%

Exploring Large Language Models for Human Mobility Prediction under Public Events

Yuebing Liang, Yichao Liu, Xiaohan Wang, Zhan Zhao

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

2310.05028 2023-11-27 cs.AI cs.CL 91%

Revisiting Large Language Models as Zero-shot Relation Extractors

Guozheng Li, Peng Wang, Wenjun Ke

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

Comments Findings of EMNLP 2023

2311.04954 2023-11-10 cs.CL cs.AI 91%

Prompt Sketching for Large Language Models

Luca Beurer-Kellner, Mark Niklas Müller, Marc Fischer, Martin Vechev

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

2311.03033 2023-11-07 cs.LG cs.AI 91%

Beyond Words: A Mathematical Framework for Interpreting Large Language Models

Javier González, Aditya V. Nori

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

Comments 4 figures, 18 pages

2310.18322 2023-10-31 cs.CL cs.AI 91%

What's Next in Affective Modeling? Large Language Models

Nutchanon Yongsatianchot, Tobias Thejll-Madsen, Stacy Marsella

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

Journal ref 11th International Conference on Affective Computing and Intelligent Interaction Workshop and Demo (ACIIW) 2023 1-7

2305.12295 2023-10-20 cs.CL cs.AI 91%

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Liangming Pan, Alon Albalak, Xinyi Wang, William Yang Wang

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

Comments EMNLP 2023 (Findings, long paper)

2212.09561 2023-10-20 cs.AI cs.CL 91%

Large Language Models are Better Reasoners with Self-Verification

Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, Jun Zhao

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

Comments Accept in EMNLP 2023 Findings

2310.10686 2023-10-18 cs.CL cs.AI 91%

Autonomous Tree-search Ability of Large Language Models

Zheyu Zhang, Zhuorui Ye, Yikang Shen, Chuang Gan

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

Comments Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file

2305.09656 2023-10-13 cs.CL cs.AI 91%

SatLM: Satisfiability-Aided Language Models Using Declarative Prompting

Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett

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

Comments NeurIPS 2023

2308.06834 2023-08-15 cs.CL cs.AI cs.HC 91%

Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine

Thomas Savage, Ashwin Nayak, Robert Gallo, Ekanath Rangan, Jonathan H Chen

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

2307.07699 2023-07-18 cs.AI cs.CL cs.SC 91%

Leveraging Large Language Models to Generate Answer Set Programs

Adam Ishay, Zhun Yang, Joohyung Lee

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

Comments 17 pages, KR 2023

2307.00101 2023-07-04 cs.CL cs.AI 91%

Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models

Harnoor Dhingra, Preetiha Jayashanker, Sayali Moghe, Emma Strubell

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

Comments Accepted to Queer in AI Workshop at ACL 2023

1. 推理与问题求解 18731 篇

Mentor-KD: Making Small Language Models Better Multi-step Reasoners

Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models

Empowering Large Language Model Agents through Action Learning

Survey on Reasoning Capabilities and Accessibility of Large Language Models Using Biology-related Questions

Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models

StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation

FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

MathDivide: Improved mathematical reasoning by large language models

LLMSat: A Large Language Model-Based Goal-Oriented Agent for Autonomous Space Exploration

Reinforcement Learning Problem Solving with Large Language Models

Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation

Exploring the Potential of Large Language Models in Graph Generation

Large Language Models As MOOCs Graders

Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning

Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet

ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases

A systematic review of geospatial location embedding approaches in large language models: A path to spatial AI systems

Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial

Exploring Large Language Models for Human Mobility Prediction under Public Events

Revisiting Large Language Models as Zero-shot Relation Extractors

Prompt Sketching for Large Language Models

Beyond Words: A Mathematical Framework for Interpreting Large Language Models

What's Next in Affective Modeling? Large Language Models

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Large Language Models are Better Reasoners with Self-Verification

Autonomous Tree-search Ability of Large Language Models

SatLM: Satisfiability-Aided Language Models Using Declarative Prompting

Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine

Leveraging Large Language Models to Generate Answer Set Programs

Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models