语言大模型 / LLM - arXivDaily 专题

2407.21060 2024-08-01 cs.CL cs.AI 88%

Using Large Language Models for the Interpretation of Building Regulations

Stefan Fuchs, Michael Witbrock, Johannes Dimyadi, Robert Amor

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

Comments Presented at the 13th Conference on Engineering, Project and Production Management

2407.21041 2024-08-01 cs.CL cs.AI cs.SI 88%

They Look Like Each Other: Case-based Reasoning for Explainable Depression Detection on Twitter using Large Language Models

Mohammad Saeid Mahdavinejad, Peyman Adibi, Amirhassan Monadjemi, Pascal Hitzler

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

2407.12862 2024-07-19 cs.CL cs.AI 88%

Analyzing Large language models chatbots: An experimental approach using a probability test

Melise Peruchini, Julio Monteiro Teixeira

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

Comments 17 pages, 3 figures, Submitted to ACM Transactions on Intelligent systems and Technology

2407.12532 2024-07-18 cs.CL cs.AI 88%

Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models

Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Chao Qu, Yujie Xiong, Yuan Cheng, Yinghui Xu, Wei Chu, Yuan Qi

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

2407.11009 2024-07-17 cs.CL cs.LG 88%

CharED: Character-wise Ensemble Decoding for Large Language Models

Kevin Gu, Eva Tuecke, Dmitriy Katz, Raya Horesh, David Alvarez-Melis, Mikhail Yurochkin

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

Comments 9 pages, 4 figures

2404.07922 2024-07-17 cs.CL cs.CV cs.LG 88%

LaVy: Vietnamese Multimodal Large Language Model

Chi Tran, Huong Le Thanh

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

Comments 5 pages

2404.12065 2024-07-15 cs.CL cs.AI cs.CY cs.ET cs.MA 88%

RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models

M. Abdul Khaliq, P. Chang, M. Ma, B. Pflugfelder, F. Miletić

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

Comments 8 pages, submitted to ACL Rolling Review June 2024

2402.14848 2024-07-11 cs.CL cs.AI 88%

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Mosh Levy, Alon Jacoby, Yoav Goldberg

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

Comments Accepted to ACL 2024

2407.01046 2024-07-04 cs.AI cs.CL 88%

FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models

Yiyuan Li, Shichao Sun, Pengfei 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、cs.AI

Comments Under review

2407.02203 2024-07-03 cs.CL cs.AI 88%

Automatic Adaptation Rule Optimization via Large Language Models

Yusei Ishimizu, Jialong Li, Jinglue Xu, Jinyu Cai, Hitoshi Iba, Kenji Tei

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

2407.00653 2024-07-02 cs.CL cs.AI 88%

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs

Yifei Zhang, Xintao Wang, Jiaqing Liang, Sirui Xia, Lida Chen, Yanghua Xiao

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

2406.18321 2024-06-27 cs.CL cs.AI 88%

MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Data

Meng Fang, Xiangpeng Wan, Fei Lu, Fei Xing, Kai Zou

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

2406.17873 2024-06-27 cs.CL cs.AI 88%

Improving Arithmetic Reasoning Ability of Large Language Models through Relation Tuples, Verification and Dynamic Feedback

Zhongtao Miao, Kaiyan Zhao, Yoshimasa Tsuruoka

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

Comments Under review, 25 figures, 8 tables, 29 pages

2401.04925 2024-06-25 cs.CL cs.AI 88%

The Impact of Reasoning Step Length on Large Language Models

Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du

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

Comments Findings of ACL 2024

2402.13035 2024-06-18 cs.CL cs.AI 88%

Learning to Check: Unleashing Potentials for Self-Correction in Large Language Models

Che Zhang, Zhenyang Xiao, Chengcheng Han, Yixin Lian, Yuejian Fang

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

2406.07001 2024-06-12 cs.CL cs.AI 88%

Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models

Zhenyi Lu, Jie Tian, Wei Wei, Xiaoye Qu, Yu Cheng, Wenfeng xie, Dangyang 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、cs.AI

Comments ACL2024 findings

2406.06586 2024-06-12 cs.CL cs.AI 88%

Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining

Shuqi Liu, Bowei He, Linqi 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、cs.AI

Comments Accepted by ACL 2024

2406.06580 2024-06-12 cs.CL cs.AI 88%

Break the Chain: Large Language Models Can be Shortcut Reasoners

Mengru Ding, Hanmeng Liu, Zhizhang Fu, Jian Song, Wenbo Xie, Yue Zhang

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、cs.AI

2406.06561 2024-06-12 cs.CL cs.AI 88%

Brainstorming Brings Power to Large Language Models of Knowledge Reasoning

Zining Qin, Chenhao Wang, Huiling Qin, Weijia Jia

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

2406.04800 2024-06-10 cs.AI cs.CL 88%

Zero, Finite, and Infinite Belief History of Theory of Mind Reasoning in Large Language Models

Weizhi Tang, Vaishak Belle

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

2406.03445 2024-06-06 cs.LG cs.CL 88%

Pre-trained Large Language Models Use Fourier Features to Compute Addition

Tianyi Zhou, Deqing Fu, Vatsal Sharan, Robin Jia

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

2406.02864 2024-06-06 cs.CL cs.AI 88%

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models

Ancheng Xu, Minghuan Tan, Lei Wang, Min Yang, Ruifeng Xu

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

Comments Findings of ACL 2024

2303.00438 2024-06-05 cs.AI cs.LG cs.RO 88%

A Framework for Neurosymbolic Robot Action Planning using Large Language Models

Alessio Capitanelli, Fulvio Mastrogiovanni

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

Comments 36 pages, 7 figures, 2 tables. Updated according to reviewers' comments. Previous title: A Framework to Generate Neurosymbolic PDDL-compliant Planners

Journal ref Front. Neurorobot. 18:1342786, 04 June 2024

2402.14856 2024-06-04 cs.CL cs.AI 88%

Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning

Philipp Mondorf, Barbara Plank

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

Comments ACL 2024 main, 31 pages, 19 figures

2406.00006 2024-06-04 cs.RO cs.AI cs.CL 88%

A Prompt-driven Task Planning Method for Multi-drones based on Large Language Model

Yaohua 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、cs.AI

2402.08939 2024-05-29 cs.AI cs.CL 88%

Premise Order Matters in Reasoning with Large Language Models

Xinyun Chen, Ryan A. Chi, Xuezhi Wang, Denny 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、cs.AI

Comments Published at ICML 2024. Xinyun and Ryan contribute equally

2403.01031 2024-05-28 cs.CL cs.AI 88%

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks

Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed

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

2405.07551 2024-05-14 cs.CL cs.AI 88%

MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning

Shuo Yin, Weihao You, Zhilong Ji, Guoqiang Zhong, Jinfeng Bai

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

Comments The state-of-the-art open-source tool-use LLMs for mathematical reasoning

2405.01997 2024-05-06 cs.CL cs.AI 88%

Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo

Mahmoud Masoud, Ahmed Abdelhay, Mohammed Elhenawy

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

2309.12284 2024-05-06 cs.CL cs.AI 88%

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Longhui Yu, Weisen Jiang, Han Shi, Jincheng Yu, Zhengying Liu, Yu Zhang, James T. Kwok, Zhenguo Li, Adrian Weller, Weiyang 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、cs.AI

Comments To appear at ICLR 2024 (Spotlight). Project Page: https://meta-math.github.io/

1. 推理与问题求解 18837 篇

Using Large Language Models for the Interpretation of Building Regulations

They Look Like Each Other: Case-based Reasoning for Explainable Depression Detection on Twitter using Large Language Models

Analyzing Large language models chatbots: An experimental approach using a probability test

Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models

CharED: Character-wise Ensemble Decoding for Large Language Models

LaVy: Vietnamese Multimodal Large Language Model

RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models

Automatic Adaptation Rule Optimization via Large Language Models

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs

MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Data

Improving Arithmetic Reasoning Ability of Large Language Models through Relation Tuples, Verification and Dynamic Feedback

The Impact of Reasoning Step Length on Large Language Models

Learning to Check: Unleashing Potentials for Self-Correction in Large Language Models

Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models

Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining

Break the Chain: Large Language Models Can be Shortcut Reasoners

Brainstorming Brings Power to Large Language Models of Knowledge Reasoning

Zero, Finite, and Infinite Belief History of Theory of Mind Reasoning in Large Language Models

Pre-trained Large Language Models Use Fourier Features to Compute Addition

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models

A Framework for Neurosymbolic Robot Action Planning using Large Language Models

Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning

A Prompt-driven Task Planning Method for Multi-drones based on Large Language Model

Premise Order Matters in Reasoning with Large Language Models

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks

MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning

Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models