大模型推理能力 - arXivDaily 专题

2404.00520 2024-04-02 cs.RO math.OC 67%

Competition-Aware Decision-Making Approach for Mobile Robots in Racing Scenarios

Kyoungtae Ji, Sangjae Bae, Nan Li, Kyoungseok Han

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments 7 pages, 8 figures

2404.00405 2024-04-02 cs.HC 67%

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

专题命中规划推理：reasoning(abstract)；planning(abstract)

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

2402.06501 2024-03-29 cs.LG cs.AI cs.CL cs.HC 67%

Scalable Interactive Machine Learning for Future Command and Control

Anna Madison, Ellen Novoseller, Vinicius G. Goecks, Benjamin T. Files, Nicholas Waytowich, Alfred Yu, Vernon J. Lawhern, Steven Thurman, Christopher Kelshaw, Kaleb McDowell

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at the NATO Science and Technology Organization Symposium (ICMCIS) organized by the Information Systems Technology (IST) Panel, IST-205-RSY - the ICMCIS, held in Koblenz, Germany, 23-24 April 2024

2402.01786 2024-03-29 cs.AI cs.CL cs.HC cs.LG 67%

COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations

Vinicius G. Goecks, Nicholas Waytowich

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at the NATO Science and Technology Organization Symposium (ICMCIS) organized by the Information Systems Technology (IST) Panel, IST-205-RSY - the ICMCIS, held in Koblenz, Germany, 23-24 April 2024

2401.06795 2024-03-27 cs.CL cs.AI cs.LG 67%

AI and Generative AI for Research Discovery and Summarization

Mark Glickman, Yi Zhang

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 29 pages, 9 figures

2403.14668 2024-03-25 cs.CY cs.AI cs.CL cs.LG 67%

Predicting Learning Performance with Large Language Models: A Study in Adult Literacy

Liang Zhang, Jionghao Lin, Conrad Borchers, John Sabatini, John Hollander, Meng Cao, Xiangen Hu

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 26TH International Conference on Human-Computer Interaction

2403.09599 2024-03-15 cs.IR 67%

Logical Discrete Graphical Models Must Supplement Large Language Models for Information Synthesis

Gregory Coppola

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments arXiv admin note: text overlap with arXiv:2402.06557

2402.08496 2024-02-28 cs.CL cs.AI cs.LG 67%

A Systematic Review of Data-to-Text NLG

Chinonso Cynthia Osuji, Thiago Castro Ferreira, Brian Davis

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

2310.01845 2024-02-13 cs.CV cs.AI cs.CL cs.LG 67%

Zero-Shot Refinement of Buildings' Segmentation Models using SAM

Ali Mayladan, Hasan Nasrallah, Hasan Moughnieh, Mustafa Shukor, Ali J. Ghandour

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

2202.12861 2024-02-06 cs.MA cs.RO math.OC 67%

Hierarchical Control for Head-to-Head Autonomous Racing

Rishabh Saumil Thakkar, Aryaman Singh Samyal, David Fridovich-Keil, Zhe Xu, Ufuk Topcu

专题命中规划推理：reasoning(abstract)；planning(abstract)

Journal ref Field Robotics, 4, 46-69 (2024)

2401.15940 2024-02-02 cs.SE 67%

Knowledge-Aware Code Generation with Large Language Models

Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments Accepted in ICPC 2024

2401.09083 2024-01-18 cs.CV 67%

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models

Haonan Guo, Xin Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments The manuscript is submitted to IEEE International Geoscience and Remote Sensing Symposium(IGARSS2024). Looking forward to seeing you in July!

2312.04889 2024-01-11 cs.AI cs.CL cs.LG 67%

KwaiAgents: Generalized Information-seeking Agent System with Large Language Models

Haojie Pan, Zepeng Zhai, Hao Yuan, Yaojia Lv, Ruiji Fu, Ming Liu, Zhongyuan Wang, Bing Qin

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

2311.12144 2024-01-08 cs.CV 67%

Applications of Large Scale Foundation Models for Autonomous Driving

Yu Huang, Yue Chen, Zhu Li

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments 23 pages. A survey paper

2312.13264 2023-12-21 cs.CL cs.AI cs.DB cs.IR cs.LG 67%

dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models

Pablo M. Rodriguez Bertorello, Jean Rodmond Junior Laguerre

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 8 pages, 5 figures, Association for Computational Linguistics

2312.00763 2023-12-04 cs.HC cs.AI cs.CL cs.LG 67%

Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses

Xiao Ma, Swaroop Mishra, Ariel Liu, Sophie Su, Jilin Chen, Chinmay Kulkarni, Heng-Tze Cheng, Quoc Le, Ed Chi

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 19 pages, 11 figures

2311.14379 2023-11-27 cs.RO 67%

Robot Learning in the Era of Foundation Models: A Survey

Xuan Xiao, Jiahang Liu, Zhipeng Wang, Yanmin Zhou, Yong Qi, Qian Cheng, Bin He, Shuo Jiang

专题命中规划推理：reasoning(abstract)；planning(abstract)

2311.11097 2023-11-21 cs.CV cs.AI cs.CL cs.LG 67%

Radiology Report Generation Using Transformers Conditioned with Non-imaging Data

Nurbanu Aksoy, Nishant Ravikumar, Alejandro F Frangi

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

2302.14838 2023-11-17 cs.NE cs.AI cs.CL cs.LG 67%

EvoPrompting: Language Models for Code-Level Neural Architecture Search

Angelica Chen, David M. Dohan, David R. So

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NeurIPS 2023

2311.01403 2023-11-03 cs.RO 67%

REAL: Resilience and Adaptation using Large Language Models on Autonomous Aerial Robots

Andrea Tagliabue, Kota Kondo, Tong Zhao, Mason Peterson, Claudius T. Tewari, Jonathan P. How

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments 13 pages, 5 figures, conference workshop

2302.10850 2023-10-31 cs.LG cs.AI cs.CL 67%

Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management

Dhawal Gupta, Yinlam Chow, Aza Tulepbergenov, Mohammad Ghavamzadeh, Craig Boutilier

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023)

2310.12823 2023-10-24 cs.CL cs.AI cs.LG 67%

AgentTuning: Enabling Generalized Agent Abilities for LLMs

Aohan Zeng, Mingdao Liu, Rui Lu, Bowen Wang, Xiao Liu, Yuxiao Dong, Jie Tang

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 31 pages

2310.09139 2023-10-16 cs.GT cs.AI cs.CL cs.LG 67%

The Consensus Game: Language Model Generation via Equilibrium Search

Athul Paul Jacob, Yikang Shen, Gabriele Farina, Jacob Andreas

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

2303.11366 2023-10-11 cs.AI cs.CL cs.LG 67%

Reflexion: Language Agents with Verbal Reinforcement Learning

Noah Shinn, Federico Cassano, Edward Berman, Ashwin Gopinath, Karthik Narasimhan, Shunyu Yao

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments v4 contains a few additional experiments

2307.16789 2023-10-04 cs.AI cs.CL cs.LG 67%

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Lauren Hong, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

2307.14535 2023-10-03 cs.RO 67%

Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition

Huy Ha, Pete Florence, Shuran Song

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments 25 pages, 9 figures, videos and code links on website https://www.cs.columbia.edu/~huy/scalingup/

2309.16031 2023-09-29 cs.RO 67%

DynaCon: Dynamic Robot Planner with Contextual Awareness via LLMs

Gyeongmin Kim, Taehyeon Kim, Shyam Sundar Kannan, Vishnunandan L. N. Venkatesh, Donghan Kim, Byung-Cheol Min

专题命中规划推理：reasoning(abstract)；planning(abstract)

Comments Submitted to ICRA 2024

2308.05481 2023-08-14 cs.DB cs.AI cs.CL cs.LG 67%

LLM As DBA

Xuanhe Zhou, Guoliang Li, Zhiyuan Liu

专题命中规划推理：reasoning(abstract)；分类 cs.CL、cs.AI、cs.LG

2308.01552 2023-08-04 cs.AI cs.CL cs.LG 67%

InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent

Po-Lin Chen, Cheng-Shang Chang

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

2304.07810 2023-07-31 cs.HC cs.AI cs.CL cs.LG 67%

VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping

Zheng Zhang, Jie Gao, Ranjodh Singh Dhaliwal, Toby Jia-Jun Li

专题命中规划推理：planning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 30 pages, published in UIST'23

1. 规划推理 11088 篇

Competition-Aware Decision-Making Approach for Mobile Robots in Racing Scenarios

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

Scalable Interactive Machine Learning for Future Command and Control

COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations

AI and Generative AI for Research Discovery and Summarization

Predicting Learning Performance with Large Language Models: A Study in Adult Literacy

Logical Discrete Graphical Models Must Supplement Large Language Models for Information Synthesis

A Systematic Review of Data-to-Text NLG

Zero-Shot Refinement of Buildings' Segmentation Models using SAM

Hierarchical Control for Head-to-Head Autonomous Racing

Knowledge-Aware Code Generation with Large Language Models

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models

KwaiAgents: Generalized Information-seeking Agent System with Large Language Models

Applications of Large Scale Foundation Models for Autonomous Driving

dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models

Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses

Robot Learning in the Era of Foundation Models: A Survey

Radiology Report Generation Using Transformers Conditioned with Non-imaging Data

EvoPrompting: Language Models for Code-Level Neural Architecture Search

REAL: Resilience and Adaptation using Large Language Models on Autonomous Aerial Robots

Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management

AgentTuning: Enabling Generalized Agent Abilities for LLMs

The Consensus Game: Language Model Generation via Equilibrium Search

Reflexion: Language Agents with Verbal Reinforcement Learning

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition

DynaCon: Dynamic Robot Planner with Contextual Awareness via LLMs

LLM As DBA

InterAct: Exploring the Potentials of ChatGPT as a Cooperative Agent

VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping