语言大模型 / LLM - arXivDaily 专题

2407.20588 2024-07-31 cs.CL 83%

Enhancing Agricultural Machinery Management through Advanced LLM Integration

Emily Johnson, Noah Wilson

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

Comments 10 pages

2407.18968 2024-07-30 cs.AI 83%

Intelligence Analysis of Language Models

Liane Galanti, Ethan Baron

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

2404.04869 2024-07-30 cs.RO cs.AI 83%

Prompting Multi-Modal Tokens to Enhance End-to-End Autonomous Driving Imitation Learning with LLMs

Yiqun Duan, Qiang Zhang, Renjing Xu

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

Journal ref Published as oral presentation paper atthe 2024 IEEE International Conference on Robotics and Automation (ICRA2024), Yokohama, Japan

2407.18248 2024-07-26 cs.CL 83%

Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning

Tianduo Wang, Shichen Li, Wei Lu

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

Comments ACL 2024. Code and data are available at https://github.com/TianduoWang/DPO-ST

2406.12374 2024-07-10 cs.AI cs.SI 83%

Problem-Solving in Language Model Networks

Ciaran Regan, Alexandre Gournail, Mizuki Oka

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

Comments 8 pages, 2024 Conference on Artificial Life

2407.06112 2024-07-09 cs.CL 83%

Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning

Yadong Zhang, Shaoguang Mao, Wenshan Wu, Yan Xia, Tao Ge, Man Lan, Furu Wei

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

2406.15859 2024-07-02 cs.IR cs.AI 83%

LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning

Guangsi Shi, Xiaofeng Deng, Linhao Luo, Lijuan Xia, Lei Bao, Bei Ye, Fei Du, Shirui Pan, Yuxiao Li

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

2406.14877 2024-06-24 cs.CL 83%

Sports Intelligence: Assessing the Sports Understanding Capabilities of Language Models through Question Answering from Text to Video

Zhengbang Yang, Haotian Xia, Jingxi Li, Zezhi Chen, Zhuangdi Zhu, Weining Shen

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

2406.06461 2024-06-18 cs.CL 83%

Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies

Junlin Wang, Siddhartha Jain, Dejiao Zhang, Baishakhi Ray, Varun Kumar, Ben Athiwaratkun

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

2405.20978 2024-06-03 cs.AI 83%

Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training

Feiteng Fang, Yuelin Bai, Shiwen Ni, Min Yang, Xiaojun Chen, Ruifeng Xu

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

Journal ref ACL 2024, Main Conference

2405.15250 2024-05-27 cs.HC cs.AI 83%

Coaching Copilot: Blended Form of an LLM-Powered Chatbot and a Human Coach to Effectively Support Self-Reflection for Leadership Growth

Riku Arakawa, Hiromu Yakura

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

Comments Accepted by the International ACM Conversational User Interfaces Conference (CUI '24)

2405.10860 2024-05-22 cs.CL 83%

ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains

Zhaopei Huang, Jinming Zhao, Qin Jin

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

Comments Accepted by IJCAI 2024

2306.17840 2024-05-21 cs.RO cs.CL 83%

Statler: State-Maintaining Language Models for Embodied Reasoning

Takuma Yoneda, Jiading Fang, Peng Li, Huanyu Zhang, Tianchong Jiang, Shengjie Lin, Ben Picker, David Yunis, Hongyuan Mei, Matthew R. Walter

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

Comments Accepted at ICRA 2024; Project website: https://statler-lm.github.io/

2403.14565 2024-05-02 cs.CL 83%

A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science

Clayton Cohn, Nicole Hutchins, Tuan Le, Gautam Biswas

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

Comments In press at EAAI-24: The 14th Symposium on Educational Advances in Artificial Intelligence

2404.09492 2024-04-16 cs.CL 83%

Bridging the Gap between Different Vocabularies for LLM Ensemble

Yangyifan Xu, Jinliang Lu, Jiajun 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

Comments Accepted to the main conference of NAACL 2024

2404.02575 2024-04-04 cs.CL 83%

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Hyungjoo Chae, Yeonghyeon Kim, Seungone Kim, Kai Tzu-iunn Ong, Beong-woo Kwak, Moohyeon Kim, Seonghwan Kim, Taeyoon Kwon, Jiwan Chung, Youngjae Yu, Jinyoung Yeo

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

Comments 38 pages, 4 figures

2305.05726 2024-04-03 cs.CV cs.AI 83%

Vision-Language Models in Remote Sensing: Current Progress and Future Trends

Xiang Li, Congcong Wen, Yuan Hu, Zhenghang Yuan, Xiao Xiang Zhu

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

Comments Accepted by IEEE Geoscience and Remote Sensing Magazine

2404.00205 2024-04-02 cs.CL 83%

Conceptual and Unbiased Reasoning in Language Models

Ben Zhou, Hongming Zhang, Sihao Chen, Dian Yu, Hongwei Wang, Baolin Peng, Dan Roth, Dong Yu

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

Comments Preprint under review

2310.14564 2024-03-22 cs.CL 83%

Language Models Hallucinate, but May Excel at Fact Verification

Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, Hao Peng

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

Comments Accepted in NAACL 2024

2403.03864 2024-03-14 cs.CV cs.AI 83%

Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning

Deepanway Ghosal, Vernon Toh Yan Han, Chia Yew Ken, Soujanya Poria

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

2403.00806 2024-03-05 cs.IR cs.CE cs.CL cs.CV 83%

Enhanced User Interaction in Operating Systems through Machine Learning Language Models

Chenwei Zhang, Wenran Lu, Chunhe Ni, Hongbo Wang, Jiang Wu

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

2309.02561 2024-03-05 cs.RO cs.AI cs.CV 83%

Physically Grounded Vision-Language Models for Robotic Manipulation

Jensen Gao, Bidipta Sarkar, Fei Xia, Ted Xiao, Jiajun Wu, Brian Ichter, Anirudha Majumdar, Dorsa Sadigh

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

Comments Updated version for ICRA 2024

2311.08107 2024-03-04 cs.CL 83%

SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks

Mengsay Loem, Masahiro Kaneko, Naoaki Okazaki

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

2402.19273 2024-03-01 cs.CL 83%

PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval

He Zhu, Wenjia Zhang, Nuoxian Huang, Boyang Li, Luyao Niu, Zipei Fan, Tianle Lun, Yicheng Tao, Junyou Su, Zhaoya Gong, Chenyu Fang, Xing Liu

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

2402.15538 2024-02-27 cs.MA cs.AI 83%

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Zhiwei Liu, Weiran Yao, Jianguo Zhang, Liangwei Yang, Zuxin Liu, Juntao Tan, Prafulla K. Choubey, Tian Lan, Jason Wu, Huan Wang, Shelby Heinecke, Caiming Xiong, Silvio Savarese

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

Comments preprint. Library is available at https://github.com/SalesforceAIResearch/AgentLite

2402.14273 2024-02-23 cs.CL 83%

Can Language Models Act as Knowledge Bases at Scale?

Qiyuan He, Yizhong Wang, Wenya Wang

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

2402.13577 2024-02-22 cs.CL 83%

BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models

Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong

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

Comments Preprint

2402.08755 2024-02-15 cs.AI econ.GN q-fin.EC 83%

LLM-driven Imitation of Subrational Behavior : Illusion or Reality?

Andrea Coletta, Kshama Dwarakanath, Penghang Liu, Svitlana Vyetrenko, Tucker Balch

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

2401.00908 2024-01-03 cs.CL 83%

DocLLM: A layout-aware generative language model for multimodal document understanding

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu

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

Comments 16 pages, 4 figures

2312.07763 2023-12-14 cs.CL 83%

Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization

Min Zhang, Jianfeng He, Shuo Lei, Murong Yue, Linhang Wang, Chang-Tien Lu

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

Comments Accepted by ICASSP 2024

1. 推理与问题求解 18971 篇

Enhancing Agricultural Machinery Management through Advanced LLM Integration

Intelligence Analysis of Language Models

Prompting Multi-Modal Tokens to Enhance End-to-End Autonomous Driving Imitation Learning with LLMs

Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning

Problem-Solving in Language Model Networks

Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning

LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning

Sports Intelligence: Assessing the Sports Understanding Capabilities of Language Models through Question Answering from Text to Video

Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies

Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training

Coaching Copilot: Blended Form of an LLM-Powered Chatbot and a Human Coach to Effectively Support Self-Reflection for Leadership Growth

ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains

Statler: State-Maintaining Language Models for Embodied Reasoning

A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science

Bridging the Gap between Different Vocabularies for LLM Ensemble

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Vision-Language Models in Remote Sensing: Current Progress and Future Trends

Conceptual and Unbiased Reasoning in Language Models

Language Models Hallucinate, but May Excel at Fact Verification

Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning

Enhanced User Interaction in Operating Systems through Machine Learning Language Models

Physically Grounded Vision-Language Models for Robotic Manipulation

SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks

PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Can Language Models Act as Knowledge Bases at Scale?

BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models

LLM-driven Imitation of Subrational Behavior : Illusion or Reality?

DocLLM: A layout-aware generative language model for multimodal document understanding

Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization