语言大模型 / LLM - arXivDaily 专题

2503.09276 2025-03-13 cs.CY 88%

Fine-Tuning Large Language Models for Educational Support: Leveraging Gagne's Nine Events of Instruction for Lesson Planning

Linzhao Jia, Changyong Qi, Yuang Wei, Han Sun, Xiaozhe Yang

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

2412.14971 2025-03-10 cs.CY 88%

AI and Cultural Context: An Empirical Investigation of Large Language Models' Performance on Chinese Social Work Professional Standards

Zia Qi, Brian E. Perron, Miao Wang, Cao Fang, Sitao Chen, Bryan G. Victor

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

2410.23402 2025-02-11 cs.SE 88%

VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning

Cuong Chi Le, Hoang-Chau Truong-Vinh, Huy Nhat Phan, Dung Duy Le, Tien N. Nguyen, Nghi D. Q. Bui

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

Comments NAACL 2025

2502.00028 2025-02-04 cs.AR cs.PL 88%

VRank: Enhancing Verilog Code Generation from Large Language Models via Self-Consistency

Zhuorui Zhao, Ruidi Qiu, Ing-Chao Lin, Grace Li Zhang, Bing Li, Ulf Schlichtmann

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

Comments accepted by ISQED2025

2501.14300 2025-01-27 cs.AI cs.CL cs.LG cs.SI 88%

Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph

Xujian Liang, Zhaoquan Gu

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

2407.21534 2025-01-08 cs.CV 88%

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models

Mingrui Wu, Xinyue Cai, Jiayi Ji, Jiale Li, Oucheng Huang, Gen Luo, Hao Fei, Guannan Jiang, Xiaoshuai Sun, Rongrong Ji

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

Comments Accepted to NeurIPS 2024; Code:https://github.com/mrwu-mac/ControlMLLM

2501.03073 2025-01-07 cs.LO 88%

Retrieval-Augmented TLAPS Proof Generation with Large Language Models

Yuhao Zhou

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

2408.08231 2024-12-24 cs.IR 88%

DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System

Xihong Yang, Heming Jing, Zixing Zhang, Jindong Wang, Huakang Niu, Shuaiqiang Wang, Yu Lu, Junfeng Wang, Dawei Yin, Xinwang Liu, En Zhu, Defu Lian, Erxue Min

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

2412.14006 2024-12-19 cs.CV 88%

InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models

Cong Wei, Yujie Zhong, Haoxian Tan, Yingsen Zeng, Yong Liu, Zheng Zhao, Yujiu Yang

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

2407.13117 2024-12-11 cs.CY cs.MM 88%

SOMONITOR: Combining Explainable AI & Large Language Models for Marketing Analytics

Aleksandr Farseev, Qi Yang, Marlo Ongpin, Ilia Gossoudarev, Yu-Yi Chu-Farseeva, Sergey Nikolenko

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

2308.11396 2024-12-11 cs.SE 88%

Towards an Understanding of Large Language Models in Software Engineering Tasks

Zibin Zheng, Kaiwen Ning, Qingyuan Zhong, Jiachi Chen, Wenqing Chen, Lianghong Guo, Weicheng Wang, Yanlin Wang

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

2412.06292 2024-12-10 cs.CV 88%

ZeroKey: Point-Level Reasoning and Zero-Shot 3D Keypoint Detection from Large Language Models

Bingchen Gong, Diego Gomez, Abdullah Hamdi, Abdelrahman Eldesokey, Ahmed Abdelreheem, Peter Wonka, Maks Ovsjanikov

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

Comments Project website is accessible at https://sites.google.com/view/zerokey

2411.05212 2024-11-11 cs.RO 88%

RT-Grasp: Reasoning Tuning Robotic Grasping via Multi-modal Large Language Model

Jinxuan Xu, Shiyu Jin, Yutian Lei, Yuqian Zhang, Liangjun Zhang

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

Comments Accepted to IROS 2024

2411.03349 2024-11-07 cs.AI cs.CL cs.LG 88%

RuAG: Learned-rule-augmented Generation for Large Language Models

Yudi Zhang, Pei Xiao, Lu Wang, Chaoyun Zhang, Meng Fang, Yali Du, Yevgeniy Puzyrev, Randolph Yao, Si Qin, Qingwei Lin, Mykola Pechenizkiy, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

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

2411.01846 2024-11-05 cs.CV 88%

KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension

Jie Yang, Wang Zeng, Sheng Jin, Lumin Xu, Wentao Liu, Chen Qian, Ruimao Zhang

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

Comments NeurIPS 2024

2403.13438 2024-10-31 cs.CV 88%

SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors

Chenyang Ma, Kai Lu, Ta-Ying Cheng, Niki Trigoni, Andrew Markham

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

Comments NeurIPS 2024; Project Page: https://dannymcy.github.io/zeroshot_task_hallucination/

2410.20962 2024-10-29 cs.SE cs.LO 88%

Combining Logic with Large Language Models for Automatic Debugging and Repair of ASP Programs

Ricardo Brancas, Vasco Manquinho, Ruben Martins

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

2407.15716 2024-10-24 cs.DC 88%

CrashEventLLM: Predicting System Crashes with Large Language Models

Priyanka Mudgal, Bijan Arbab, Swaathi Sampath Kumar

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

Comments Accepted in ICITCOM'24. Copyrights will be with IEEE

2407.09890 2024-09-30 cs.RO 88%

Speech-Guided Sequential Planning for Autonomous Navigation using Large Language Model Meta AI 3 (Llama3)

Alkesh K. Srivastava, Philip Dames

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

Comments Accepted at the 16th International Conference on Social Robotics + AI

2407.08150 2024-09-06 cs.CV 88%

Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding

Minghui Wu, Chenxu Zhao, Anyang Su, Donglin Di, Tianyu Fu, Da An, Min He, Ya Gao, Meng Ma, Kun Yan, Ping Wang

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

Comments Accepted by ACM MULTIMEDIA 2024

2408.12469 2024-08-23 cs.CV 88%

Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning

Mushui Liu, Fangtai Wu, Bozheng Li, Ziqian Lu, Yunlong Yu, Xi Li

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

Comments 9 pages, 7 figures

2408.11801 2024-08-22 cs.CV 88%

Story3D-Agent: Exploring 3D Storytelling Visualization with Large Language Models

Yuzhou Huang, Yiran Qin, Shunlin Lu, Xintao Wang, Rui Huang, Ying Shan, Ruimao Zhang

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

Comments Project page: https://yuzhou914.github.io/Story3D-Agent/

2408.02451 2024-08-06 cs.NE 88%

An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms

Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca

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

Comments Proceedings of the GECCO'24 Companion: Genetic and Evolutionary Computation Conference Companion

2404.04929 2024-07-31 cs.RO 88%

RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models

Qi Lv, Hao Li, Xiang Deng, Rui Shao, Michael Yu Wang, Liqiang Nie

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

Comments Accepted by ICML 2024; Project page: https://aopolin-lv.github.io/RoboMP2.github.io/

Journal ref Proceedings of the 41st International Conference on Machine Learning, PMLR 235:33558-33574, 2024

2407.18470 2024-07-29 cs.IR 88%

Synergizing Knowledge Graphs with Large Language Models: A Comprehensive Review and Future Prospects

DaiFeng Li, Fan Xu

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

2406.18285 2024-06-27 cs.RO 88%

LLCoach: Generating Robot Soccer Plans using Multi-Role Large Language Models

Michele Brienza, Emanuele Musumeci, Vincenzo Suriani, Daniele Affinita, Andrea Pennisi, Daniele Nardi, Domenico Daniele Bloisi

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

Comments Accepted at 27th RoboCup International Symposium will be held on 22 July 2024, in Eindhoven, The Netherlands

2406.16903 2024-06-26 cs.HC cs.AI cs.CL cs.LG 88%

Towards a copilot in BIM authoring tool using a large language model-based agent for intelligent human-machine interaction

Changyu Du, Stavros Nousias, André Borrmann

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

2406.13894 2024-06-21 cs.CV cs.CY 88%

Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events

Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy

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

2406.02787 2024-06-06 cs.CL cs.AI cs.LG 88%

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities

Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Shuhang Lin, Mingyu Jin, Haochen Xue, Zelong Li, JinDong Wang, Yongfeng Zhang

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

Comments 22 pages, 9 figures

2308.07758 2024-06-06 cs.CL cs.AI cs.LG 88%

Forward-Backward Reasoning in Large Language Models for Mathematical Verification

Weisen Jiang, Han Shi, Longhui Yu, Zhengying Liu, Yu Zhang, Zhenguo Li, James T. Kwok

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

Comments Accepted by Findings of ACL 2024

1. 推理与问题求解 18875 篇

Fine-Tuning Large Language Models for Educational Support: Leveraging Gagne's Nine Events of Instruction for Lesson Planning

AI and Cultural Context: An Empirical Investigation of Large Language Models' Performance on Chinese Social Work Professional Standards

VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning

VRank: Enhancing Verilog Code Generation from Large Language Models via Self-Consistency

Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models

Retrieval-Augmented TLAPS Proof Generation with Large Language Models

DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System

InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models

SOMONITOR: Combining Explainable AI & Large Language Models for Marketing Analytics

Towards an Understanding of Large Language Models in Software Engineering Tasks

ZeroKey: Point-Level Reasoning and Zero-Shot 3D Keypoint Detection from Large Language Models

RT-Grasp: Reasoning Tuning Robotic Grasping via Multi-modal Large Language Model

RuAG: Learned-rule-augmented Generation for Large Language Models

KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension

SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors

Combining Logic with Large Language Models for Automatic Debugging and Repair of ASP Programs

CrashEventLLM: Predicting System Crashes with Large Language Models

Speech-Guided Sequential Planning for Autonomous Navigation using Large Language Model Meta AI 3 (Llama3)

Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding

Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning

Story3D-Agent: Exploring 3D Storytelling Visualization with Large Language Models

An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms

RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models

Synergizing Knowledge Graphs with Large Language Models: A Comprehensive Review and Future Prospects

LLCoach: Generating Robot Soccer Plans using Multi-Role Large Language Models

Towards a copilot in BIM authoring tool using a large language model-based agent for intelligent human-machine interaction

Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities

Forward-Backward Reasoning in Large Language Models for Mathematical Verification