语言大模型 / LLM - arXivDaily 专题

2412.09817 2024-12-16 cs.CV cs.CL 89%

Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation

Xiaofeng Zhang, Fanshuo Zeng, Yihao Quan, Zheng Hui, Jiawei Yao

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

2412.08317 2024-12-12 cs.CL 89%

Large Language Models Still Face Challenges in Multi-Hop Reasoning with External Knowledge

Haotong Zhang

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

2412.02263 2024-12-09 cs.DC cs.AI 89%

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence

Youquan Xian, Xueying Zeng, Duancheng Xuan, Danping Yang, Chunpei Li, Peng Fan, Peng Liu

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

Comments 10 pages, 8 figures

2412.04509 2024-12-09 cs.CL 89%

Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection

Joshua Lee, Wyatt Fong, Alexander Le, Sur Shah, Kevin Han, Kevin Zhu

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

Comments Accepted at COLING 2024, CHum Workshop

2412.03944 2024-12-06 cs.AI 89%

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation

Hao Yang, Qianghua Zhao, Lei Li

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

2412.01303 2024-12-03 eess.SY cs.AI cs.SY 89%

RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks

Xu Yang, Chenhui Lin, Haotian Liu, Wenchuan Wu

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

2412.00821 2024-12-03 cs.AI 89%

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents

Raj Jaiswal, Dhruv Jain, Harsh Parimal Popat, Avinash Anand, Abhishek Dharmadhikari, Atharva Marathe, Rajiv Ratn Shah

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

Comments 7 pages

2412.00243 2024-12-03 cs.RO cs.AI 89%

Realistic Corner Case Generation for Autonomous Vehicles with Multimodal Large Language Model

Qiujing Lu, Meng Ma, Ximiao Dai, Xuanhan Wang, Shuo Feng

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

2411.19589 2024-12-02 cs.CL 89%

Can Large Language Models Reason about the Region Connection Calculus?

Anthony G Cohn, Robert E Blackwell

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

Comments 13 pages. arXiv admin note: text overlap with arXiv:2309.15577

2411.11362 2024-11-19 cs.CV cs.CL 89%

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models

Harshita Sharma, Valentina Salvatelli, Shaury Srivastav, Kenza Bouzid, Shruthi Bannur, Daniel C. Castro, Maximilian Ilse, Sam Bond-Taylor, Mercy Prasanna Ranjit, Fabian Falck, Fernando Pérez-García, Anton Schwaighofer, Hannah Richardson, Maria Teodora Wetscherek, Stephanie L. Hyland, Javier Alvarez-Valle

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

Comments Accepted as Proceedings Paper at ML4H 2024

2411.08449 2024-11-19 cs.ET cs.CL 89%

Towards Evaluating Large Language Models for Graph Query Generation

Siraj Munir, Alessandro Aldini

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

Comments Paper accepted and will be presented at CSCI2024 in December 2024, Later will be published at Springer LNCS

2411.10422 2024-11-18 cs.MA cs.AI 89%

Evaluating Creativity and Deception in Large Language Models: A Simulation Framework for Multi-Agent Balderdash

Parsa Hejabi, Elnaz Rahmati, Alireza S. Ziabari, Preni Golazizian, Jesse Thomason, Morteza Dehghani

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

Comments Accepted at Wordplay: When Language Meets Games @ ACL 2024

2407.00476 2024-11-15 cs.CL cs.SY eess.SY 89%

Large Language Models for Power Scheduling: A User-Centric Approach

Thomas Mongaillard, Samson Lasaulce, Othman Hicheur, Chao Zhang, Lina Bariah, Vineeth S. Varma, Hang Zou, Qiyang Zhao, Merouane Debbah

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

2411.04329 2024-11-14 cs.CL 89%

CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models

Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo

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

2411.06490 2024-11-12 cs.AI cs.NI 89%

Hermes: A Large Language Model Framework on the Journey to Autonomous Networks

Fadhel Ayed, Ali Maatouk, Nicola Piovesan, Antonio De Domenico, Merouane Debbah, Zhi-Quan Luo

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

2411.04496 2024-11-08 cs.CL 89%

Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model

Young-Jun Lee, Dokyong Lee, Junyoung Youn, Kyeongjin Oh, Ho-Jin Choi

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

Comments Code: https://github.com/passing2961/Thanos

2411.03287 2024-11-06 cs.RO cs.AI cs.ET cs.HC cs.SY eess.SY 89%

The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare

Souren Pashangpour, Goldie Nejat

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

Journal ref MDPI Robotics 2024, 13(8)

2410.23875 2024-11-01 cs.AI 89%

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs

Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong

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

2403.15852 2024-11-01 cs.SE cs.AI 89%

SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents

Feng Lin, Dong Jae Kim, Tse-Husn, Chen

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

Comments ICSE 2025

2403.09142 2024-10-30 cs.IR cs.AI 89%

USimAgent: Large Language Models for Simulating Search Users

Erhan Zhang, Xingzhu Wang, Peiyuan Gong, Yankai Lin, Jiaxin Mao

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

2410.17558 2024-10-28 cs.AI 89%

CLR-Bench: Evaluating Large Language Models in College-level Reasoning

Junnan Dong, Zijin Hong, Yuanchen Bei, Feiran Huang, Xinrun Wang, Xiao Huang

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

Comments 18 pages, 6 figures, dataset and evaluation framework will be opensourced

2410.15163 2024-10-25 cs.AI 89%

Optimizing Large Language Models for Dynamic Constraints through Human-in-the-Loop Discriminators

Timothy Wei, Annabelle Miin, Anastasia Miin

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

2410.01677 2024-10-25 cs.AI 89%

Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia

Miao Yu, Junyuan Mao, Guibin Zhang, Jingheng Ye, Junfeng Fang, Aoxiao Zhong, Yang Liu, Yuxuan Liang, Kun Wang, Qingsong Wen

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

2410.17602 2024-10-24 cs.RO cs.AI 89%

Integrating Large Language Models for UAV Control in Simulated Environments: A Modular Interaction Approach

Abhishek Phadke, Alihan Hadimlioglu, Tianxing Chu, Chandra N Sekharan

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

2408.07215 2024-10-24 cs.AI 89%

Can Large Language Models Reason? A Characterization via 3-SAT

Rishi Hazra, Gabriele Venturato, Pedro Zuidberg Dos Martires, Luc De Raedt

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

2404.03622 2024-10-24 cs.CL 89%

Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Wenshan Wu, Shaoguang Mao, Yadong Zhang, Yan Xia, Li Dong, Lei Cui, Furu Wei

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

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2409.10695 2024-10-23 cs.CV cs.AI cs.GR 89%

Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Bingchen Liu, Ehsan Akhgari, Alexander Visheratin, Aleks Kamko, Linmiao Xu, Shivam Shrirao, Chase Lambert, Joao Souza, Suhail Doshi, Daiqing Li

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

Comments Project page: https://playground.com/pg-v3

2410.15111 2024-10-22 cs.AI 89%

A Prompt Refinement-based Large Language Model for Metro Passenger Flow Forecasting under Delay Conditions

Ping Huang, Yuxin He, Hao Wang, Jingjing Chen, Qin Luo

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

Comments 14 pages, 2 figures

2410.13501 2024-10-18 cs.LG cs.PL 89%

Integrating Large Language Models and Reinforcement Learning for Non-Linear Reasoning

Yoav Alon, Cristina David

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

2405.20192 2024-10-18 cs.CL 89%

TAIA: Large Language Models are Out-of-Distribution Data Learners

Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

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

Comments 29 pages. Accepted as a 2024 NeurIPS paper

1. 推理与问题求解 18810 篇

Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation

Large Language Models Still Face Challenges in Multi-Hop Reasoning with External Knowledge

Connecting Large Language Models with Blockchain: Advancing the Evolution of Smart Contracts from Automation to Intelligence

Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection

Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation

RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents

Realistic Corner Case Generation for Autonomous Vehicles with Multimodal Large Language Model

Can Large Language Models Reason about the Region Connection Calculus?

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models

Towards Evaluating Large Language Models for Graph Query Generation

Evaluating Creativity and Deception in Large Language Models: A Simulation Framework for Multi-Agent Balderdash

Large Language Models for Power Scheduling: A User-Centric Approach

CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models

Hermes: A Large Language Model Framework on the Journey to Autonomous Networks

Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model

The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs

SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents

USimAgent: Large Language Models for Simulating Search Users

CLR-Bench: Evaluating Large Language Models in College-level Reasoning

Optimizing Large Language Models for Dynamic Constraints through Human-in-the-Loop Discriminators

Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia

Integrating Large Language Models for UAV Control in Simulated Environments: A Modular Interaction Approach

Can Large Language Models Reason? A Characterization via 3-SAT

Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

A Prompt Refinement-based Large Language Model for Metro Passenger Flow Forecasting under Delay Conditions

Integrating Large Language Models and Reinforcement Learning for Non-Linear Reasoning

TAIA: Large Language Models are Out-of-Distribution Data Learners