语言大模型 / LLM - arXivDaily 专题

2411.05892 2024-11-12 cs.CL cs.AI cs.IR 88%

Identifying and Decomposing Compound Ingredients in Meal Plans Using Large Language Models

Leon Kopitar, Leon Bedrac, Larissa J Strath, Jiang Bian, Gregor Stiglic

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 Comments: Presented at NeLaMKRR@KR, 2024 (arXiv:2410.05339)

2403.09085 2024-11-12 cs.CL cs.AI 88%

Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance

Kai Xiong, Xiao Ding, Ting Liu, Bing Qin, Dongliang Xu, Qing Yang, Hongtao Liu, Yixin Cao

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 NeurIPS 2024

2411.00142 2024-11-04 cs.CL cs.AI 88%

JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking

Tong Niu, Shafiq Joty, Ye Liu, Caiming Xiong, Yingbo Zhou, Semih Yavuz

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

2404.01475 2024-11-04 cs.LG cond-mat.mtrl-sci cs.AI physics.chem-ph 88%

Are large language models superhuman chemists?

Adrian Mirza, Nawaf Alampara, Sreekanth Kunchapu, Martiño Ríos-García, Benedict Emoekabu, Aswanth Krishnan, Tanya Gupta, Mara Schilling-Wilhelmi, Macjonathan Okereke, Anagha Aneesh, Amir Mohammad Elahi, Mehrdad Asgari, Juliane Eberhardt, Hani M. Elbeheiry, María Victoria Gil, Maximilian Greiner, Caroline T. Holick, Christina Glaubitz, Tim Hoffmann, Abdelrahman Ibrahim, Lea C. Klepsch, Yannik Köster, Fabian Alexander Kreth, Jakob Meyer, Santiago Miret, Jan Matthias Peschel, Michael Ringleb, Nicole Roesner, Johanna Schreiber, Ulrich S. Schubert, Leanne M. Stafast, Dinga Wonanke, Michael Pieler, Philippe Schwaller, Kevin Maik Jablonka

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

2409.05197 2024-11-01 cs.CL cs.AI 88%

Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers?

Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler

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 15 pages, 3 figures, EMNLP 2024 Main Conference

2410.19730 2024-10-30 cs.CL cs.AI 88%

Counting Ability of Large Language Models and Impact of Tokenization

Xiang Zhang, Juntai Cao, Chenyu You

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

2404.00211 2024-10-21 cs.CL cs.LG 88%

Multi-Conditional Ranking with Large Language Models

Pouya Pezeshkpour, Estevam Hruschka

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

2410.12040 2024-10-17 cs.CL cs.AI 88%

Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction

Kaiqiao Han, Tianqing Fang, Zhaowei Wang, Yangqiu Song, Mark Steedman

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

2410.09541 2024-10-15 cs.CL cs.AI 88%

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning

Jiachun Li, Pengfei Cao, Chenhao Wang, Zhuoran Jin, Yubo Chen, Kang Liu, Xiaojian Jiang, Jiexin Xu, Jun 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.AI

Comments Accepted by EMNLP 2024 Findings

2405.06680 2024-10-11 cs.CL cs.AI 88%

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning

Jun Zhao, Jingqi Tong, Yurong Mou, Ming Zhang, Qi Zhang, Xuanjing 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、cs.AI

Comments Accepted by EMNLP 2024

2402.15048 2024-10-11 cs.CL cs.AI 88%

Unlocking the Power of Large Language Models for Entity Alignment

Xuhui Jiang, Yinghan Shen, Zhichao Shi, Chengjin Xu, Wei Li, Zixuan Li, Jian Guo, Huawei Shen, Yuanzhuo Wang

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

2312.09039 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

1. 推理与问题求解 18837 篇

Identifying and Decomposing Compound Ingredients in Meal Plans Using Large Language Models

Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance

JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking

Are large language models superhuman chemists?

Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers?

Counting Ability of Large Language Models and Impact of Tokenization

Multi-Conditional Ranking with Large Language Models

Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning

Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning

Unlocking the Power of Large Language Models for Entity Alignment

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