语言大模型 / LLM - arXivDaily 专题

2407.08348 2024-07-18 cs.AI cs.CL cs.LG 90%

Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On

Liang Zeng, Liangjun Zhong, Liang Zhao, Tianwen Wei, Liu Yang, Jujie He, Cheng Cheng, Rui Hu, Yang Liu, Shuicheng Yan, Han Fang, Yahui Zhou

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

2407.11003 2024-07-17 cs.CL cs.AI cs.LG 90%

Using Large Language Models in Public Transit Systems, San Antonio as a case study

Ramya Jonnala, Gongbo Liang, Jeong Yang, Izzat Alsmadi

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、cs.AI、cs.LG

2307.07319 2024-07-16 eess.SP 90%

The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms

Yuyang Du, Hongyu Deng, Soung Chang Liew, Kexin Chen, Yulin Shao, He 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)

2406.14408 2024-06-24 cs.AI cs.CL cs.LG 90%

FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving

Xiaohan Lin, Qingxing Cao, Yinya Huang, Haiming Wang, Jianqiao Lu, Zhengying Liu, Linqi Song, Xiaodan Liang

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、cs.AI、cs.LG

2406.13161 2024-06-21 cs.AI cs.CL cs.LG cs.PL 90%

APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts

Honghua Dong, Qidong Su, Yubo Gao, Zhaoyu Li, Yangjun Ruan, Gennady Pekhimenko, Chris J. Maddison, Xujie Si

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、cs.AI、cs.LG

2406.00755 2024-06-05 cs.CL cs.AI cs.LG 90%

Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction

Xiaoyuan Li, Wenjie Wang, Moxin Li, Junrong Guo, Yang Zhang, Fuli Feng

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、cs.AI、cs.LG

Comments ACL Findings 2024

2402.02805 2024-06-04 cs.AI cs.CL cs.LG 90%

Graph-enhanced Large Language Models in Asynchronous Plan Reasoning

Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony Cohn, Janet B. Pierrehumbert

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、cs.AI、cs.LG

Comments Accepted at ICML-2024

2405.20139 2024-05-31 cs.CL cs.AI cs.LG 90%

GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

Costas Mavromatis, George Karypis

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、cs.AI、cs.LG

2401.07927 2024-05-20 cs.CL cs.AI cs.LG 90%

Are self-explanations from Large Language Models faithful?

Andreas Madsen, Sarath Chandar, Siva Reddy

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、cs.AI、cs.LG

Comments The 62nd Annual Meeting of the Association for Computational Linguistics

2402.06894 2024-05-17 cs.CL cs.AI cs.LG cs.SD eess.AS 90%

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators

Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, Eng Siong Chng

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、cs.AI、cs.LG

Comments 18 pages, Accepted by ACL 2024. This work is open sourced at: https://github.com/YUCHEN005/GenTranslate

2404.04627 2024-04-09 cs.CV 90%

Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement

Zaid Khan, Vijay Kumar BG, Samuel Schulter, Yun Fu, Manmohan Chandraker

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 CVPR 2024

2404.02934 2024-04-05 cs.CL cs.AI cs.CY cs.LG 90%

GreedLlama: Performance of Financial Value-Aligned Large Language Models in Moral Reasoning

Jeffy Yu, Maximilian Huber, Kevin Tang

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、cs.AI、cs.LG

Comments 9 pages, 1 figure

2307.16368 2024-04-02 cs.CV 90%

AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?

Qi Zhao, Shijie Wang, Ce Zhang, Changcheng Fu, Minh Quan Do, Nakul Agarwal, Kwonjoon Lee, Chen Sun

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 Camera Ready

2309.13339 2024-03-27 cs.CL cs.AI cs.LG cs.SC 90%

Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic

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

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、cs.AI、cs.LG

Comments Accepted in COLING 2024. Code see https://github.com/xf-zhao/LoT

2309.17167 2024-03-15 cs.AI cs.CL cs.LG 90%

DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks

Kaijie Zhu, Jiaao Chen, Jindong Wang, Neil Zhenqiang Gong, Diyi Yang, Xing Xie

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、cs.AI、cs.LG

Comments ICLR 2024 spotlight; 38 pages; code is at aka.ms/dyval

2402.12728 2024-03-05 cs.CV cs.AI cs.CL cs.IR cs.LG 90%

Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering

Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao 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、cs.AI、cs.LG

Comments 8 pages,3 figures and 1 page appendix; The processed graphs and codes will be avalibale

2402.07069 2024-02-13 cs.LG cs.AI cs.CL 90%

Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine

Shayan Meshkat Alsadat, Jean-Raphael Gaglione, Daniel Neider, Ufuk Topcu, Zhe 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、cs.AI、cs.LG

2310.03094 2024-02-12 cs.CL cs.AI cs.LG 90%

Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao

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、cs.AI、cs.LG

Comments Accepted to ICLR 2024

2309.17179 2024-02-12 cs.LG cs.AI cs.CL 90%

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Xidong Feng, Ziyu Wan, Muning Wen, Stephen Marcus McAleer, Ying Wen, Weinan Zhang, Jun Wang

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

2401.03346 2024-01-09 cs.CY cs.AI cs.CL cs.LG cs.SI 90%

An Investigation of Large Language Models for Real-World Hate Speech Detection

Keyan Guo, Alexander Hu, Jaden Mu, Ziheng Shi, Ziming Zhao, Nishant Vishwamitra, Hongxin Hu

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、cs.AI、cs.LG

Comments Accepted for publication on 22nd International Conference of Machine Learning and Applications, ICMLA 2023

2312.13264 2023-12-21 cs.CL cs.AI cs.DB cs.IR cs.LG 90%

dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models

Pablo M. Rodriguez Bertorello, Jean Rodmond Junior Laguerre

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、cs.AI、cs.LG

Comments 8 pages, 5 figures, Association for Computational Linguistics

2312.01059 2023-12-05 cs.RO 90%

Swarm-GPT: Combining Large Language Models with Safe Motion Planning for Robot Choreography Design

Aoran Jiao, Tanmay P. Patel, Sanjmi Khurana, Anna-Mariya Korol, Lukas Brunke, Vivek K. Adajania, Utku Culha, Siqi Zhou, Angela P. Schoellig

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, 9 figures

2311.14722 2023-11-28 cs.CL cs.AI cs.LG 90%

Zero-Shot Question Answering over Financial Documents using Large Language Models

Karmvir Singh Phogat, Chetan Harsha, Sridhar Dasaratha, Shashishekar Ramakrishna, Sai Akhil Puranam

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、cs.AI、cs.LG

2311.07618 2023-11-15 cs.LG cs.AI cs.CL math.HO 90%

Large Language Models' Understanding of Math: Source Criticism and Extrapolation

Roozbeh Yousefzadeh, Xuenan Cao

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、cs.AI、cs.LG

2304.09842 2023-11-01 cs.CL cs.AI cs.CV cs.LG 90%

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Pan Lu, Baolin Peng, Hao Cheng, Michel Galley, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Jianfeng Gao

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、cs.AI、cs.LG

Comments 32 pages, 10 figures, 24 tables. Accepted to NeurIPS 2023

2310.17064 2023-10-27 cs.AI cs.CL cs.LG cs.LO 90%

math-PVS: A Large Language Model Framework to Map Scientific Publications to PVS Theories

Hassen Saidi, Susmit Jha, Tuhin Sahai

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

2303.08268 2023-10-12 cs.RO cs.AI cs.CL cs.LG cs.SD eess.AS 90%

Chat with the Environment: Interactive Multimodal Perception Using Large Language Models

Xufeng Zhao, Mengdi Li, Cornelius Weber, Muhammad Burhan Hafez, 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.CL、cs.AI、cs.LG

Comments IROS2023, Detroit. See the project website at https://matcha-agent.github.io

2303.06247 2023-10-09 cs.RO 90%

Task and Motion Planning with Large Language Models for Object Rearrangement

Yan Ding, Xiaohan Zhang, Chris Paxton, Shiqi 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 Accpted by IEEE IROS 2023

2309.15129 2023-09-28 cs.AI cs.CL cs.LG 90%

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

Ida Momennejad, Hosein Hasanbeig, Felipe Vieira, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson

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、cs.AI、cs.LG

2309.07694 2023-09-15 cs.CL cs.AI cs.LG 90%

Tree of Uncertain Thoughts Reasoning for Large Language Models

Shentong Mo, Miao Xin

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、cs.AI、cs.LG

1. 推理与问题求解 18788 篇

Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On

Using Large Language Models in Public Transit Systems, San Antonio as a case study

The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms

FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving

APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts

Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction

Graph-enhanced Large Language Models in Asynchronous Plan Reasoning

GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

Are self-explanations from Large Language Models faithful?

GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators

Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement

GreedLlama: Performance of Financial Value-Aligned Large Language Models in Moral Reasoning

AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?

Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic

DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks

Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering

Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine

Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

An Investigation of Large Language Models for Real-World Hate Speech Detection

dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models

Swarm-GPT: Combining Large Language Models with Safe Motion Planning for Robot Choreography Design

Zero-Shot Question Answering over Financial Documents using Large Language Models

Large Language Models' Understanding of Math: Source Criticism and Extrapolation

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

math-PVS: A Large Language Model Framework to Map Scientific Publications to PVS Theories

Chat with the Environment: Interactive Multimodal Perception Using Large Language Models

Task and Motion Planning with Large Language Models for Object Rearrangement

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

Tree of Uncertain Thoughts Reasoning for Large Language Models