语言大模型 / LLM - arXivDaily 专题

2502.08680 2025-02-14 cs.LG cs.AI cs.CL 89%

Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges

Safal Shrestha, Minwu Kim, Keith Ross

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、cs.LG

2501.11283 2025-02-14 cs.IT math.IT 89%

Large Language Model Agents for Radio Map Generation and Wireless Network Planning

Hongye Quan, Wanli Ni, Tong Zhang, Xiangyu Ye, Ziyi Xie, Shuai Wang, Yuanwei Liu, Hui Song

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

Comments 5 pages, 7 figures

2502.07772 2025-02-12 cs.RO cs.SY eess.SY 89%

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming

Azizjon Kobilov, Jianglin Lan

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

Comments Submitted to IEEE Conference

2405.17427 2025-02-11 cs.CV 89%

Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model

Kuan-Chih Huang, Xiangtai Li, Lu Qi, Shuicheng Yan, Ming-Hsuan Yang

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

Comments Accepted to 3DV 2025. Project Page: https://reason3d.github.io/

2502.04933 2025-02-10 cs.NI 89%

Mobile Network-specialized Large Language Models for 6G: Architectures, Innovations, Challenges, and Future Trends

Abdelaali Chaoub, Muslim Elkotob

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

Comments 9 pages, 4 figures, 1 table. This paper has been submitted to IEEE for publication. Copyright may change without notice

2412.14201 2025-02-04 cs.HC cs.CY 89%

The "Huh?" Button: Improving Understanding in Educational Videos with Large Language Models

Boris Ruf, Marcin Detyniecki

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

Comments Presented at the 18th IEEE International Workshop on Multimedia Technologies for E-Learning (MTEL), 2024

2401.03737 2025-02-04 q-fin.CP cs.AI cs.CE cs.CL cs.LG 89%

Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection

Georgios Fatouros, Konstantinos Metaxas, John Soldatos, Dimosthenis Kyriazis

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、cs.LG

Comments 17 pages, 12 figures, 12 tables

Journal ref Neural Computing and Applications (2024) 1-16

2501.18482 2025-01-31 cs.SE 89%

A Tool for In-depth Analysis of Code Execution Reasoning of Large Language Models

Changshu Liu, Reyhaneh Jabbarvand

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

Comments 5 pages

2408.07806 2025-01-30 cs.RO 89%

From Decision to Action in Surgical Autonomy: Multi-Modal Large Language Models for Robot-Assisted Blood Suction

Sadra Zargarzadeh, Maryam Mirzaei, Yafei Ou, Mahdi Tavakoli

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

Comments Accepted for Publication in IEEE Robotics and Automation Letters, 2025

2501.16495 2025-01-29 cs.SE 89%

Explaining GitHub Actions Failures with Large Language Models: Challenges, Insights, and Limitations

Pablo Valenzuela-Toledo, Chuyue Wu, Sandro Hernandez, Alexander Boll, Roman Machacek, Sebastiano Panichella, Timo Kehrer

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

Comments Accepted at ICPC-2025

2410.05411 2025-01-24 cs.IR cs.HC 89%

Filtering Discomforting Recommendations with Large Language Models

Jiahao Liu, Yiyang Shao, Peng Zhang, Dongsheng Li, Hansu Gu, Chao Chen, Longzhi Du, Tun Lu, Ning Gu

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

Comments Accepted by WWW 2025, 16 pages, full version

2501.10839 2025-01-22 eess.SY cs.SY 89%

Systems Engineering for Autonomous Vehicles; Supervising AI using Large Language Models (SSuperLLM)

Diomidis Katzourakis

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

Comments 15 pages, 10 figures

2402.07204 2025-01-10 cs.AI cs.CL cs.LG 89%

ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

Yihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Zhaofeng Wu, Dingyi Zhuang, Jushi Kai, Kebing Hou, Xiaotong Guo, Han Zheng, Tiange Luo, Jinhua Zhao, Zhan Zhao, Wei Ma

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、cs.LG

2501.04312 2025-01-09 cs.SE 89%

Your Fix Is My Exploit: Enabling Comprehensive DL Library API Fuzzing with Large Language Models

Kunpeng Zhang, Shuai Wang, Jitao Han, Xiaogang Zhu, Xian Li, Shaohua Wang, Sheng Wen

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

Journal ref 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)

2501.02192 2025-01-07 cs.SI 89%

EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information Networks

Shixuan Liu, Haoxiang Cheng, Yunfei Wang, Yue He, Changjun Fan, Zhong Liu

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

2412.18770 2024-12-30 cs.IR 89%

Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models

Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng

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

Comments Accepted by AAAI25

2404.05545 2024-12-24 cs.LG cs.AI cs.CL stat.ME 89%

Evaluating Interventional Reasoning Capabilities of Large Language Models

Tejas Kasetty, Divyat Mahajan, Gintare Karolina Dziugaite, Alexandre Drouin, Dhanya Sridhar

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、cs.LG

Comments 17 pages

2408.12763 2024-12-23 cs.LG cs.AI cs.CL 89%

Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models

Jean Park, Kuk Jin Jang, Basam Alasaly, Sriharsha Mopidevi, Andrew Zolensky, Eric Eaton, Insup Lee, Kevin Johnson

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、cs.LG

2412.06822 2024-12-11 cs.CL cs.AI cs.LG 89%

Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models

Eyad Gomaa, Gomaa Salah

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、cs.LG

2311.11255 2024-12-10 cs.SD cs.MM eess.AS 89%

M$^{2}$UGen: Multi-modal Music Understanding and Generation with the Power of Large Language Models

Shansong Liu, Atin Sakkeer Hussain, Qilong Wu, Chenshuo Sun, Ying Shan

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

2404.13191 2024-11-27 cs.RO 89%

Action Contextualization: Adaptive Task Planning and Action Tuning using Large Language Models

Sthithpragya Gupta, Kunpeng Yao, Loïc Niederhauser, Aude Billard

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

2405.00332 2024-11-26 cs.CL cs.AI cs.LG 89%

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Hugh Zhang, Jeff Da, Dean Lee, Vaughn Robinson, Catherine Wu, Will Song, Tiffany Zhao, Pranav Raja, Charlotte Zhuang, Dylan Slack, Qin Lyu, Sean Hendryx, Russell Kaplan, Michele Lunati, Summer Yue

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、cs.LG

Comments 2024 NeurIPS Camera Ready (Datasets and Benchmarks Track)

2403.08228 2024-10-25 cs.RO 89%

Empowering Robot Path Planning with Large Language Models: osmAG Map Topology & Hierarchy Comprehension with LLMs

Fujing Xie, Sören Schwertfeger

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

Comments Accepted at IEEE International Conference on Robotics and Biomimetics (ROBIO) 2024

2406.12572 2024-10-16 cs.CL cs.AI cs.LG 89%

Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models

Eldar Kurtic, Amir Moeini, Dan Alistarh

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、cs.LG

Comments EMNLP 2024

2402.06798 2024-10-16 cs.RO 89%

Reasoning Grasping via Multimodal Large Language Model

Shiyu Jin, Jinxuan Xu, Yutian Lei, Liangjun Zhang

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

Comments CoRL 2024

2403.16517 2024-10-15 cs.MA 89%

Norm Violation Detection in Multi-Agent Systems using Large Language Models: A Pilot Study

Shawn He, Surangika Ranathunga, Stephen Cranefield, Bastin Tony Roy Savarimuthu

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

Comments To appear in COINE@AAMAS-2024 Springer LNCS post-proceedings

2410.06841 2024-10-10 cs.CV 89%

Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis

Ahmed Abdullah, Nikolas Ebert, Oliver Wasenmüller

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

Comments This paper has been accepted at the Asian Conference on Computer Vision (ACCV), 2024

2409.20053 2024-10-10 cs.AI cs.CL cs.LG 89%

GUNDAM: Aligning Large Language Models with Graph Understanding

Sheng Ouyang, Yulan Hu, Ge Chen, Yong 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、cs.LG

2404.08492 2024-10-04 econ.GN physics.soc-ph q-fin.EC 89%

Strategic Interactions between Large Language Models-based Agents in Beauty Contests

Siting Estee Lu

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

2409.18996 2024-10-01 cs.CL cs.AI cs.CV cs.LG cs.MM 89%

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models

Shengsheng Qian, Zuyi Zhou, Dizhan Xue, Bing Wang, Changsheng 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、cs.LG

1. 推理与问题求解 18837 篇

Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges

Large Language Model Agents for Radio Map Generation and Wireless Network Planning

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming

Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model

Mobile Network-specialized Large Language Models for 6G: Architectures, Innovations, Challenges, and Future Trends

The "Huh?" Button: Improving Understanding in Educational Videos with Large Language Models

Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection

A Tool for In-depth Analysis of Code Execution Reasoning of Large Language Models

From Decision to Action in Surgical Autonomy: Multi-Modal Large Language Models for Robot-Assisted Blood Suction

Explaining GitHub Actions Failures with Large Language Models: Challenges, Insights, and Limitations

Filtering Discomforting Recommendations with Large Language Models

Systems Engineering for Autonomous Vehicles; Supervising AI using Large Language Models (SSuperLLM)

ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

Your Fix Is My Exploit: Enabling Comprehensive DL Library API Fuzzing with Large Language Models

EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information Networks

Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models

Evaluating Interventional Reasoning Capabilities of Large Language Models

Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models

Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models

M$^{2}$UGen: Multi-modal Music Understanding and Generation with the Power of Large Language Models

Action Contextualization: Adaptive Task Planning and Action Tuning using Large Language Models

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Empowering Robot Path Planning with Large Language Models: osmAG Map Topology & Hierarchy Comprehension with LLMs

Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models

Reasoning Grasping via Multimodal Large Language Model

Norm Violation Detection in Multi-Agent Systems using Large Language Models: A Pilot Study

Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis

GUNDAM: Aligning Large Language Models with Graph Understanding

Strategic Interactions between Large Language Models-based Agents in Beauty Contests

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models