语言大模型 / LLM - arXivDaily 专题

2501.11911 2025-01-22 cs.IR 85%

Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model

He Chang, Jie Wu, Zhulin Tao, Yunshan Ma, Xianglin Huang, Tat-Seng Chua

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

2501.09887 2025-01-20 cs.CV 85%

FLORA: Formal Language Model Enables Robust Training-free Zero-shot Object Referring Analysis

Zhe Chen, Zijing Chen

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

2404.12652 2025-01-15 cs.CV cs.AI cs.CL cs.LG 85%

Pre-trained Vision-Language Models Learn Discoverable Visual Concepts

Yuan Zang, Tian Yun, Hao Tan, Trung Bui, Chen Sun

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

Comments Transactions on Machine Learning Research, 2025

2404.01644 2024-12-24 cs.HC 85%

InsightLens: Augmenting LLM-Powered Data Analysis with Interactive Insight Management and Navigation

Luoxuan Weng, Xingbo Wang, Junyu Lu, Yingchaojie Feng, Yihan Liu, Haozhe Feng, Danqing Huang, Wei Chen

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

Comments Accepted to IEEE TVCG (PacificVis 2025)

2412.12602 2024-12-18 cs.RO cs.HC 85%

Don't Yell at Your Robot: Physical Correction as the Collaborative Interface for Language Model Powered Robots

Chuye Zhang, Yifei Simon Shao, Harshil Parekh, Junyao Shi, Pratik Chaudhari, Vijay Kumar, Nadia Figueroa

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

Comments 7 pages, 3 figures; Generative Modeling meets HRI - RSS'24 Workshop

2412.11391 2024-12-17 cs.CV 85%

Temporal Contrastive Learning for Video Temporal Reasoning in Large Vision-Language Models

Rafael Souza, Jia-Hao Lim, Alexander Davis

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

2412.08593 2024-12-12 cs.SE cs.IR 85%

Leveraging Graph-RAG and Prompt Engineering to Enhance LLM-Based Automated Requirement Traceability and Compliance Checks

Arsalan Masoudifard, Mohammad Mowlavi Sorond, Moein Madadi, Mohammad Sabokrou, Elahe Habibi

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

2412.08281 2024-12-12 cs.SE 85%

Lachesis: Predicting LLM Inference Accuracy using Structural Properties of Reasoning Paths

Naryeong Kim, Sungmin Kang, Gabin An, Shin Yoo

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

Comments To appear at DeepTest 2025

2412.05967 2024-12-10 cs.CL cs.AI cs.LG 85%

Language hooks: a modular framework for augmenting LLM reasoning that decouples tool usage from the model and its prompt

Damien de Mijolla, Wen Yang, Philippa Duckett, Christopher Frye, Mark Worrall

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

Comments This work was conducted during Summer 2023. Experimental results and references reflect the state of the field at that time and may not account for subsequent developments

2412.03809 2024-12-06 cs.CV 85%

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM

Quang Nguyen, Truong Vu, Trong-Tung Nguyen, Yuxin Wen, Preston K Robinette, Taylor T Johnson, Tom Goldstein, Anh Tran, Khoi Nguyen

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

2309.13879 2024-12-02 cs.HC 85%

User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants

Amama Mahmood, Junxiang Wang, Bingsheng Yao, Dakuo Wang, Chien-Ming Huang

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

2411.16579 2024-11-26 cs.CL cs.AI cs.LG 85%

Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision

Zhiheng Xi, Dingwen Yang, Jixuan Huang, Jiafu Tang, Guanyu Li, Yiwen Ding, Wei He, Boyang Hong, Shihan Do, Wenyu Zhan, Xiao Wang, Rui Zheng, Tao Ji, Xiaowei Shi, Yitao Zhai, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Zuxuan Wu, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Yu-Gang Jiang

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

Comments Preprint

2411.05990 2024-11-13 cs.AI cs.CL cs.GT cs.LG cs.MA 85%

Game-theoretic LLM: Agent Workflow for Negotiation Games

Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang

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

Comments 45 pages, 12 figures

2405.09220 2024-11-12 cs.LG cs.AI cs.CL 85%

ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models

Siwei Wang, Yifei Shen, Shi Feng, Haoran Sun, Shang-Hua Teng, Wei Chen

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

2411.02093 2024-11-05 cs.SE 85%

Do Advanced Language Models Eliminate the Need for Prompt Engineering in Software Engineering?

Guoqing Wang, Zeyu Sun, Zhihao Gong, Sixiang Ye, Yizhou Chen, Yifan Zhao, Qingyuan Liang, Dan Hao

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

2410.23640 2024-11-01 cs.RO 85%

SuctionPrompt: Visual-assisted Robotic Picking with a Suction Cup Using Vision-Language Models and Facile Hardware Design

Tomohiro Motoda, Takahide Kitamura, Ryo Hanai, Yukiyasu Domae

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

Comments 11 pages, 7 figures, 4 tables

2410.21411 2024-10-30 cs.CV 85%

SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization

Wanhua Li, Zibin Meng, Jiawei Zhou, Donglai Wei, Chuang Gan, Hanspeter Pfister

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

Comments Accepted by NeurIPS 2024. Project page: https://mengzibin.github.io/SocialGPT.github.io/

2312.11190 2024-10-15 cs.HC 85%

VisionTasker: Mobile Task Automation Using Vision Based UI Understanding and LLM Task Planning

Yunpeng Song, Yiheng Bian, Yongtao Tang, Guiyu Ma, Zhongmin Cai

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

Journal ref Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

2410.04521 2024-10-08 cs.CV 85%

MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration

Lai Wei, Wenkai Wang, Xiaoyu Shen, Yu Xie, Zhihao Fan, Xiaojin Zhang, Zhongyu Wei, Wei Chen

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

Comments 21 pages, 14 figures, 6 tables

2410.03122 2024-10-07 cs.CL cs.AI cs.LG 85%

RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning

Zihao Zhao, Yuchen Yang, Yijiang Li, Yinzhi Cao

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

Comments EMNLP findings

2409.17289 2024-09-27 cs.HC 85%

Steering LLM Summarization with Visual Workspaces for Sensemaking

Xuxin Tang, Eric Krokos, Can Liu, Kylie Davidson, Kirsten Whitley, Naren Ramakrishnan, Chris North

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

Comments 11 figures, 7 pages

2409.11276 2024-09-18 cs.CR 85%

Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environments

Maria Rigaki, Carlos Catania, Sebastian Garcia

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

2409.09661 2024-09-17 cs.SE cs.CR 85%

ContractTinker: LLM-Empowered Vulnerability Repair for Real-World Smart Contracts

Che Wang, Jiashuo Zhang, Jianbo Gao, Libin Xia, Zhi Guan, Zhong Chen

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

Comments 4 pages, and to be accepted in ASE2024

2407.14279 2024-09-17 cs.CV 85%

OpenSU3D: Open World 3D Scene Understanding using Foundation Models

Rafay Mohiuddin, Sai Manoj Prakhya, Fiona Collins, Ziyuan Liu, André Borrmann

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

Comments Project Page: https://opensu3d.github.io/

2407.14944 2024-09-11 cs.CV 85%

Automatic Generation of Fashion Images using Prompting in Generative Machine Learning Models

Georgia Argyrou, Angeliki Dimitriou, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

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

Journal ref ECCVW 2024

2402.02563 2024-08-27 cs.CL cs.AI cs.LG 85%

Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models

Yu Shang, Yu Li, Fengli Xu, Yong Li

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

Comments 19 pages, 16 figures, 12 tables

2403.14624 2024-08-20 cs.CV cs.AI cs.CL cs.LG 85%

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Renrui Zhang, Dongzhi Jiang, Yichi Zhang, Haokun Lin, Ziyu Guo, Pengshuo Qiu, Aojun Zhou, Pan Lu, Kai-Wei Chang, Peng Gao, Hongsheng Li

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

Comments Accepted by ECCV 2024, 46 Pages, Benchmark Project Page: https://mathverse-cuhk.github.io

2408.05897 2024-08-13 cs.HC 85%

TRIZ-GPT: An LLM-augmented method for problem-solving

Liuqing Chen, Yaxuan Song, Shixian Ding, Lingyun Sun, Peter Childs, Haoyu Zuo

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

2310.05707 2024-08-08 cs.CL cs.AI cs.LG 85%

Guiding Language Model Reasoning with Planning Tokens

Xinyi Wang, Lucas Caccia, Oleksiy Ostapenko, Xingdi Yuan, William Yang Wang, Alessandro Sordoni

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

Comments Accepted to COLM 2024

2407.21333 2024-08-01 cs.CV 85%

Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM

Can Wang, Hongliang Zhong, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao

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

Comments Main paper with supplemental materials

1. 推理与问题求解 18936 篇

Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model

FLORA: Formal Language Model Enables Robust Training-free Zero-shot Object Referring Analysis

Pre-trained Vision-Language Models Learn Discoverable Visual Concepts

InsightLens: Augmenting LLM-Powered Data Analysis with Interactive Insight Management and Navigation

Don't Yell at Your Robot: Physical Correction as the Collaborative Interface for Language Model Powered Robots

Temporal Contrastive Learning for Video Temporal Reasoning in Large Vision-Language Models

Leveraging Graph-RAG and Prompt Engineering to Enhance LLM-Based Automated Requirement Traceability and Compliance Checks

Lachesis: Predicting LLM Inference Accuracy using Structural Properties of Reasoning Paths

Language hooks: a modular framework for augmenting LLM reasoning that decouples tool usage from the model and its prompt

EditScout: Locating Forged Regions from Diffusion-based Edited Images with Multimodal LLM

User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants

Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision

Game-theoretic LLM: Agent Workflow for Negotiation Games

ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models

Do Advanced Language Models Eliminate the Need for Prompt Engineering in Software Engineering?

SuctionPrompt: Visual-assisted Robotic Picking with a Suction Cup Using Vision-Language Models and Facile Hardware Design

SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization

VisionTasker: Mobile Task Automation Using Vision Based UI Understanding and LLM Task Planning

MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM Integration

RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning

Steering LLM Summarization with Visual Workspaces for Sensemaking

Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environments

ContractTinker: LLM-Empowered Vulnerability Repair for Real-World Smart Contracts

OpenSU3D: Open World 3D Scene Understanding using Foundation Models

Automatic Generation of Fashion Images using Prompting in Generative Machine Learning Models

Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

TRIZ-GPT: An LLM-augmented method for problem-solving

Guiding Language Model Reasoning with Planning Tokens

Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM