语言大模型 / LLM - arXivDaily 专题

2312.09039 2024-10-11 cs.CL cs.AI 88%

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

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 This paper has been accepted by EMNLP 2024

2401.00757 2024-10-10 cs.SE cs.AI cs.CL cs.LO 88%

LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models

Yuxuan Wan, Wenxuan Wang, Yiliu Yang, Youliang Yuan, Jen-tse Huang, Pinjia He, Wenxiang Jiao, Michael R. Lyu

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 EMNLP 2024

2406.17169 2024-10-08 cs.CL cs.AI 88%

Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models

Nisarg Patel, Mohith Kulkarni, Mihir Parmar, Aashna Budhiraja, Mutsumi Nakamura, Neeraj Varshney, Chitta Baral

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 at EMNLP 2024 Main

2404.03887 2024-10-03 cs.CL cs.AI 88%

SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models

Hyeonwoo Kim, Gyoungjin Gim, Yungi Kim, Jihoo Kim, Byungju Kim, Wonseok Lee, Chanjun Park

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 EMNLP 2024 Industry Track

2303.03548 2024-10-03 cs.RO cs.CL cs.HC cs.LG 88%

Large Language Models as Zero-Shot Human Models for Human-Robot Interaction

Bowen Zhang, Harold Soh

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

Comments 8 pages

2409.18286 2024-09-30 cs.CV cs.AI cs.CL 88%

Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing

Huthaifa I. Ashqar, Ahmed Jaber, Taqwa I. Alhadidi, 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

2409.14516 2024-09-24 cs.AI cs.CL cs.IR 88%

Beyond Words: Evaluating Large Language Models in Transportation Planning

Shaowei Ying, Zhenlong Li, Manzhu Yu

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

2402.03877 2024-09-23 cs.CL cs.AI 88%

Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models

Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski

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 EMNLP Findings 2024

2409.07964 2024-09-13 cs.NI cs.AI cs.LG 88%

WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks

Jingwen Tong, Jiawei Shao, Qiong Wu, Wei Guo, Zijian Li, Zehong Lin, Jun Zhang

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

2409.03284 2024-09-06 cs.AI cs.CL cs.IR 88%

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models

Yassir Lairgi, Ludovic Moncla, Rémy Cazabet, Khalid Benabdeslem, Pierre Cléau

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 at The International Web Information Systems Engineering conference (the WISE conference) 2024

2409.03155 2024-09-06 cs.CL cs.AI 88%

Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models

Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui

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 12 pages

2409.02569 2024-09-05 cs.CL cs.AI cs.CY cs.HC 88%

More is More: Addition Bias in Large Language Models

Luca Santagata, Cristiano De Nobili

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 25 pages, 8 figures

2409.00147 2024-09-04 cs.CL cs.AI 88%

MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models

Shuai Peng, Di Fu, Liangcai Gao, Xiuqin Zhong, Hongguang Fu, Zhi Tang

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

2409.00131 2024-09-04 cs.CL cs.AI 88%

Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems

Ding Kai, Ma Zhenguo, Yan Xiaoran

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

2409.00094 2024-09-04 cs.CL cs.AI 88%

Examining Independence in Ensemble Sentiment Analysis: A Study on the Limits of Large Language Models Using the Condorcet Jury Theorem

Baptiste Lefort, Eric Benhamou, Jean-Jacques Ohana, Beatrice Guez, David Saltiel, Thomas Jacquot

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

2312.07552 2024-08-29 cs.CL cs.LG 88%

Large Language Models for Intent-Driven Session Recommendations

Zhu Sun, Hongyang Liu, Xinghua Qu, Kaidong Feng, Yan Wang, Yew-Soon Ong

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

2405.20962 2024-08-26 cs.CY cs.AI cs.CL 88%

Large Language Models are Zero-Shot Next Location Predictors

Ciro Beneduce, Bruno Lepri, Massimiliano Luca

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

2407.16160 2024-08-22 cs.AI cs.CL 88%

UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models

Liu Qi, He Yongyi, Lian Defu, Zheng Zhi, Xu Tong, Liu Che, Chen Enhong

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 CIKM 2024. The first two authors contributed equally to this work

2402.12022 2024-08-07 cs.CL cs.LG 88%

Distilling Large Language Models for Text-Attributed Graph Learning

Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang 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、cs.LG

Comments CIKM 2024

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

1. 推理与问题求解 18936 篇

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models

Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models

SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models

Large Language Models as Zero-Shot Human Models for Human-Robot Interaction

Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing

Beyond Words: Evaluating Large Language Models in Transportation Planning

Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models

WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models

Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models

More is More: Addition Bias in Large Language Models

MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models

Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems

Examining Independence in Ensemble Sentiment Analysis: A Study on the Limits of Large Language Models Using the Condorcet Jury Theorem

Large Language Models for Intent-Driven Session Recommendations

Large Language Models are Zero-Shot Next Location Predictors

UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models

Distilling Large Language Models for Text-Attributed Graph Learning

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