语言大模型 / LLM - arXivDaily 专题

2408.06926 2024-08-14 cs.CV 82%

SceneGPT: A Language Model for 3D Scene Understanding

Shivam Chandhok

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

Comments UBC Report

2304.08354 2024-08-07 cs.CL cs.AI cs.LG 82%

Tool Learning with Foundation Models

Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun

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

2408.02231 2024-08-06 cs.CV 82%

REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models

Agneet Chatterjee, Yiran Luo, Tejas Gokhale, Yezhou Yang, Chitta Baral

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

Comments Accepted to ECCV 2024. Project Page : https://agneetchatterjee.com/revision/

2312.05562 2024-08-06 cs.SE 82%

Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models

Guang Yang, Yu Zhou, Xiang Chen, Xiangyu Zhang, Terry Yue Zhuo, Taolue Chen

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

Comments ACCEPT IN TSE

2407.21788 2024-08-01 cs.CV cs.AI cs.CL cs.LG 82%

Vision-Language Model Based Handwriting Verification

Mihir Chauhan, Abhishek Satbhai, Mohammad Abuzar Hashemi, Mir Basheer Ali, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur Srihari

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

Comments 4 Pages, 1 Figure, 1 Table, Accepted as Short paper at Irish Machine Vision and Image Processing (IMVIP) Conference

2407.21762 2024-08-01 cs.RO 82%

ReplanVLM: Replanning Robotic Tasks with Visual Language Models

Aoran Mei, Guo-Niu Zhu, Huaxiang Zhang, Zhongxue Gan

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

2407.20311 2024-07-31 cs.AI cs.CL cs.LG 82%

Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process

Tian Ye, Zicheng Xu, Yuanzhi Li, Zeyuan Allen-Zhu

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

Comments video appeared in ICML 2024 tutorial

2311.05657 2024-07-11 cs.AI cs.CL cs.LG 82%

Agent Lumos: Unified and Modular Training for Open-Source Language Agents

Da Yin, Faeze Brahman, Abhilasha Ravichander, Khyathi Chandu, Kai-Wei Chang, Yejin Choi, Bill Yuchen Lin

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

Comments Accepted to ACL 2024 Main Conference; Camera Ready. Project website: https://allenai.github.io/lumos/

2407.00320 2024-07-02 cs.CL cs.AI cs.LG 82%

LiteSearch: Efficacious Tree Search for LLM

Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Dian Yu, Haitao Mi, Jinsong Su, Dong Yu

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

2406.04031 2024-07-02 cs.CV cs.CR 82%

Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt

Zonghao Ying, Aishan Liu, Tianyuan Zhang, Zhengmin Yu, Siyuan Liang, Xianglong Liu, Dacheng Tao

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

2406.16605 2024-06-25 cs.CL cs.AI cs.LG stat.ME 82%

CLEAR: Can Language Models Really Understand Causal Graphs?

Sirui Chen, Mengying Xu, Kun Wang, Xingyu Zeng, Rui Zhao, Shengjie Zhao, Chaochao Lu

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

2402.03268 2024-06-24 cs.LG cs.AI cs.CL 82%

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation

Xinyi Wang, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang

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

Comments Accepted to ICML 2024

2406.06469 2024-06-11 cs.AI cs.CL cs.LG 82%

Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning

Joongwon Kim, Bhargavi Paranjape, Tushar Khot, Hannaneh Hajishirzi

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

Comments 50 pages, 42 figures. Project webpage available [here](https://agent-husky.github.io/)

2406.01587 2024-06-05 cs.RO 82%

PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

Yupeng Zheng, Zebin Xing, Qichao Zhang, Bu Jin, Pengfei Li, Yuhang Zheng, Zhongpu Xia, Kun Zhan, Xianpeng Lang, Yaran Chen, Dongbin Zhao

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

Comments This work has been submitted to the IEEE for possible publication

2405.13949 2024-05-24 cs.CV 82%

PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery

Runlong He, Mengya Xu, Adrito Das, Danyal Z. Khan, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarakol Islam

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

Comments 10 pages, 3 figures

2405.07496 2024-05-14 cs.CR 82%

Oedipus: LLM-enchanced Reasoning CAPTCHA Solver

Gelei Deng, Haoran Ou, Yi Liu, Jie Zhang, Tianwei Zhang, Yang Liu

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

2405.05824 2024-05-10 cs.RO 82%

Robots Can Feel: LLM-based Framework for Robot Ethical Reasoning

Artem Lykov, Miguel Altamirano Cabrera, Koffivi Fidèle Gbagbe, Dzmitry Tsetserukou

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

Comments The paper is submitted to the IEEE conference

2310.17191 2024-05-07 cs.LG cs.AI cs.CL 82%

How do Language Models Bind Entities in Context?

Jiahai Feng, Jacob Steinhardt

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

2405.00216 2024-05-02 cs.CL cs.AI cs.LG 82%

Graphical Reasoning: LLM-based Semi-Open Relation Extraction

Yicheng Tao, Yiqun Wang, Longju Bai

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

2402.03300 2024-04-30 cs.CL cs.AI cs.LG 82%

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Zhihong Shao, Peiyi Wang, Qihao Zhu, Runxin Xu, Junxiao Song, Xiao Bi, Haowei Zhang, Mingchuan Zhang, Y. K. Li, Y. Wu, Daya Guo

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

2311.00445 2024-04-12 cs.CL cs.AI cs.LG 82%

A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models

Tiwalayo Eisape, MH Tessler, Ishita Dasgupta, Fei Sha, Sjoerd van Steenkiste, Tal Linzen

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

Comments NAACL 2024

2404.06904 2024-04-11 cs.RO 82%

Vision-Language Model-based Physical Reasoning for Robot Liquid Perception

Wenqiang Lai, Yuan Gao, Tin Lun Lam

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

Comments 8 pages, 6 figures, submitted to IROS 2024

2309.12089 2024-04-09 cs.RO 82%

HiCRISP: An LLM-based Hierarchical Closed-Loop Robotic Intelligent Self-Correction Planner

Chenlin Ming, Jiacheng Lin, Pangkit Fong, Han Wang, Xiaoming Duan, Jianping He

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

2404.00405 2024-04-02 cs.HC 82%

A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration

Jie Gao, Simret Araya Gebreegziabher, Kenny Tsu Wei Choo, Toby Jia-Jun Li, Simon Tangi Perrault, Thomas W. Malone

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

Comments 11 pages, 4 figures, 3 tables. Accepted at CHI Late-Breaking Work 2024

2403.18286 2024-03-28 cs.CL cs.AI cs.LG 82%

Few-Shot Recalibration of Language Models

Xiang Lisa Li, Urvashi Khandelwal, Kelvin Guu

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

Comments preprint

2403.12801 2024-03-20 cs.CV 82%

RelationVLM: Making Large Vision-Language Models Understand Visual Relations

Zhipeng Huang, Zhizheng Zhang, Zheng-Jun Zha, Yan Lu, Baining Guo

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

2403.10287 2024-03-18 cs.CV 82%

Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models

Tian Meng, Yang Tao, Ruilin Lyu, Wuliang Yin

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

2403.08248 2024-03-14 cs.RO 82%

CoPa: General Robotic Manipulation through Spatial Constraints of Parts with Foundation Models

Haoxu Huang, Fanqi Lin, Yingdong Hu, Shengjie Wang, Yang Gao

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

2403.02325 2024-03-05 cs.CV cs.AI cs.CL cs.LG 82%

Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training

David Wan, Jaemin Cho, Elias Stengel-Eskin, Mohit Bansal

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

Comments Project website: https://contrastive-region-guidance.github.io/

2402.19166 2024-03-01 cs.RO 82%

Conversational Language Models for Human-in-the-Loop Multi-Robot Coordination

William Hunt, Toby Godfrey, Mohammad D. Soorati

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

1. 推理与问题求解 18998 篇

SceneGPT: A Language Model for 3D Scene Understanding

Tool Learning with Foundation Models

REVISION: Rendering Tools Enable Spatial Fidelity in Vision-Language Models

Chain-of-Thought in Neural Code Generation: From and For Lightweight Language Models

Vision-Language Model Based Handwriting Verification

ReplanVLM: Replanning Robotic Tasks with Visual Language Models

Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process

Agent Lumos: Unified and Modular Training for Open-Source Language Agents

LiteSearch: Efficacious Tree Search for LLM

Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt

CLEAR: Can Language Models Really Understand Causal Graphs?

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation

Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning

PlanAgent: A Multi-modal Large Language Agent for Closed-loop Vehicle Motion Planning

PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery

Oedipus: LLM-enchanced Reasoning CAPTCHA Solver

Robots Can Feel: LLM-based Framework for Robot Ethical Reasoning

How do Language Models Bind Entities in Context?

Graphical Reasoning: LLM-based Semi-Open Relation Extraction

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models

Vision-Language Model-based Physical Reasoning for Robot Liquid Perception

HiCRISP: An LLM-based Hierarchical Closed-Loop Robotic Intelligent Self-Correction Planner

A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration

Few-Shot Recalibration of Language Models

RelationVLM: Making Large Vision-Language Models Understand Visual Relations

Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models

CoPa: General Robotic Manipulation through Spatial Constraints of Parts with Foundation Models

Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training

Conversational Language Models for Human-in-the-Loop Multi-Robot Coordination