语言大模型 / LLM - arXivDaily 专题

2501.10839 2025-01-22 eess.SY cs.SY 89%

Systems Engineering for Autonomous Vehicles; Supervising AI using Large Language Models (SSuperLLM)

Diomidis Katzourakis

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

Comments 15 pages, 10 figures

2402.07204 2025-01-10 cs.AI cs.CL cs.LG 89%

ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

Yihong Tang, Zhaokai Wang, Ao Qu, Yihao Yan, Zhaofeng Wu, Dingyi Zhuang, Jushi Kai, Kebing Hou, Xiaotong Guo, Han Zheng, Tiange Luo, Jinhua Zhao, Zhan Zhao, Wei Ma

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

2501.04312 2025-01-09 cs.SE 89%

Your Fix Is My Exploit: Enabling Comprehensive DL Library API Fuzzing with Large Language Models

Kunpeng Zhang, Shuai Wang, Jitao Han, Xiaogang Zhu, Xian Li, Shaohua Wang, Sheng Wen

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

Journal ref 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)

2501.02192 2025-01-07 cs.SI 89%

EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information Networks

Shixuan Liu, Haoxiang Cheng, Yunfei Wang, Yue He, Changjun Fan, Zhong Liu

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

2412.18770 2024-12-30 cs.IR 89%

Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models

Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng

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

Comments Accepted by AAAI25

2404.05545 2024-12-24 cs.LG cs.AI cs.CL stat.ME 89%

Evaluating Interventional Reasoning Capabilities of Large Language Models

Tejas Kasetty, Divyat Mahajan, Gintare Karolina Dziugaite, Alexandre Drouin, Dhanya Sridhar

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

Comments 17 pages

2408.12763 2024-12-23 cs.LG cs.AI cs.CL 89%

Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models

Jean Park, Kuk Jin Jang, Basam Alasaly, Sriharsha Mopidevi, Andrew Zolensky, Eric Eaton, Insup Lee, Kevin Johnson

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

2412.06822 2024-12-11 cs.CL cs.AI cs.LG 89%

Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models

Eyad Gomaa, Gomaa Salah

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

2311.11255 2024-12-10 cs.SD cs.MM eess.AS 89%

M$^{2}$UGen: Multi-modal Music Understanding and Generation with the Power of Large Language Models

Shansong Liu, Atin Sakkeer Hussain, Qilong Wu, Chenshuo Sun, Ying Shan

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

2404.13191 2024-11-27 cs.RO 89%

Action Contextualization: Adaptive Task Planning and Action Tuning using Large Language Models

Sthithpragya Gupta, Kunpeng Yao, Loïc Niederhauser, Aude Billard

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

2405.00332 2024-11-26 cs.CL cs.AI cs.LG 89%

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Hugh Zhang, Jeff Da, Dean Lee, Vaughn Robinson, Catherine Wu, Will Song, Tiffany Zhao, Pranav Raja, Charlotte Zhuang, Dylan Slack, Qin Lyu, Sean Hendryx, Russell Kaplan, Michele Lunati, Summer Yue

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

Comments 2024 NeurIPS Camera Ready (Datasets and Benchmarks Track)

2403.08228 2024-10-25 cs.RO 89%

Empowering Robot Path Planning with Large Language Models: osmAG Map Topology & Hierarchy Comprehension with LLMs

Fujing Xie, Sören Schwertfeger

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

Comments Accepted at IEEE International Conference on Robotics and Biomimetics (ROBIO) 2024

2406.12572 2024-10-16 cs.CL cs.AI cs.LG 89%

Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models

Eldar Kurtic, Amir Moeini, Dan Alistarh

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

Comments EMNLP 2024

2402.06798 2024-10-16 cs.RO 89%

Reasoning Grasping via Multimodal Large Language Model

Shiyu Jin, Jinxuan Xu, Yutian Lei, Liangjun Zhang

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

Comments CoRL 2024

2403.16517 2024-10-15 cs.MA 89%

Norm Violation Detection in Multi-Agent Systems using Large Language Models: A Pilot Study

Shawn He, Surangika Ranathunga, Stephen Cranefield, Bastin Tony Roy Savarimuthu

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

Comments To appear in COINE@AAMAS-2024 Springer LNCS post-proceedings

2410.06841 2024-10-10 cs.CV 89%

Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis

Ahmed Abdullah, Nikolas Ebert, Oliver Wasenmüller

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

Comments This paper has been accepted at the Asian Conference on Computer Vision (ACCV), 2024

2409.20053 2024-10-10 cs.AI cs.CL cs.LG 89%

GUNDAM: Aligning Large Language Models with Graph Understanding

Sheng Ouyang, Yulan Hu, Ge Chen, Yong Liu

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

2404.08492 2024-10-04 econ.GN physics.soc-ph q-fin.EC 89%

Strategic Interactions between Large Language Models-based Agents in Beauty Contests

Siting Estee Lu

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

2409.18996 2024-10-01 cs.CL cs.AI cs.CV cs.LG cs.MM 89%

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models

Shengsheng Qian, Zuyi Zhou, Dizhan Xue, Bing Wang, Changsheng Xu

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

2409.16030 2024-09-27 cs.RO 89%

MHRC: Closed-loop Decentralized Multi-Heterogeneous Robot Collaboration with Large Language Models

Wenhao Yu, Jie Peng, Yueliang Ying, Sai Li, Jianmin Ji, Yanyong Zhang

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

2409.01806 2024-09-04 cs.AI cs.CL cs.LG 89%

LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning

Haoming Li, Zhaoliang Chen, Jonathan Zhang, Fei Liu

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

2408.13890 2024-08-27 cs.CV 89%

Making Large Language Models Better Planners with Reasoning-Decision Alignment

Zhijian Huang, Tao Tang, Shaoxiang Chen, Sihao Lin, Zequn Jie, Lin Ma, Guangrun Wang, Xiaodan Liang

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

2408.11879 2024-08-23 cs.CL cs.AI cs.LG 89%

Beyond Labels: Aligning Large Language Models with Human-like Reasoning

Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Ihsanul Haque Asif, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

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

Comments Accepted in ICPR 2024

2408.04652 2024-08-12 cs.CL cs.AI cs.LG 89%

Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference

Hao Zhen, Yucheng Shi, Yongcan Huang, Jidong J. Yang, Ninghao Liu

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

Comments 20 pages, 12 figures, 3 tables

2311.16500 2024-07-30 cs.CV 89%

LLMGA: Multimodal Large Language Model based Generation Assistant

Bin Xia, Shiyin Wang, Yingfan Tao, Yitong Wang, Jiaya Jia

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

Comments The paper is accepted by ECCV2024. The code is available at https://github.com/dvlab-research/LLMGA

2406.14556 2024-07-25 cs.RO cs.CV 89%

Asynchronous Large Language Model Enhanced Planner for Autonomous Driving

Yuan Chen, Zi-han Ding, Ziqin Wang, Yan Wang, Lijun Zhang, Si Liu

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

Comments ECCV 2024

2403.17688 2024-07-25 cs.IR 89%

Large Language Models Enhanced Collaborative Filtering

Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu

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

Comments Accepted by CIKM 2024

2311.07590 2024-07-16 cs.CL cs.AI cs.LG 89%

Large Language Models can Strategically Deceive their Users when Put Under Pressure

Jérémy Scheurer, Mikita Balesni, Marius Hobbhahn

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

2407.09136 2024-07-15 cs.CL cs.AI cs.LG 89%

Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors

Nico Daheim, Jakub Macina, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan

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

Comments Preprint. Nico Daheim and Jakub Macina contributed equally. Code and dataset can be found under: https://github.com/eth-lre/verify-then-generate

2402.11997 2024-07-08 cs.CL cs.AI cs.LG 89%

Remember This Event That Year? Assessing Temporal Information and Reasoning in Large Language Models

Himanshu Beniwal, Dishant Patel, Kowsik Nandagopan D, Hritik Ladia, Ankit Yadav, Mayank Singh

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

1. 推理与问题求解 18936 篇

Systems Engineering for Autonomous Vehicles; Supervising AI using Large Language Models (SSuperLLM)

ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

Your Fix Is My Exploit: Enabling Comprehensive DL Library API Fuzzing with Large Language Models

EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information Networks

Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models

Evaluating Interventional Reasoning Capabilities of Large Language Models

Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models

Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models

M$^{2}$UGen: Multi-modal Music Understanding and Generation with the Power of Large Language Models

Action Contextualization: Adaptive Task Planning and Action Tuning using Large Language Models

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Empowering Robot Path Planning with Large Language Models: osmAG Map Topology & Hierarchy Comprehension with LLMs

Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models

Reasoning Grasping via Multimodal Large Language Model

Norm Violation Detection in Multi-Agent Systems using Large Language Models: A Pilot Study

Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis

GUNDAM: Aligning Large Language Models with Graph Understanding

Strategic Interactions between Large Language Models-based Agents in Beauty Contests

From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models

MHRC: Closed-loop Decentralized Multi-Heterogeneous Robot Collaboration with Large Language Models

LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning

Making Large Language Models Better Planners with Reasoning-Decision Alignment

Beyond Labels: Aligning Large Language Models with Human-like Reasoning

Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference

LLMGA: Multimodal Large Language Model based Generation Assistant

Asynchronous Large Language Model Enhanced Planner for Autonomous Driving

Large Language Models Enhanced Collaborative Filtering

Large Language Models can Strategically Deceive their Users when Put Under Pressure

Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors

Remember This Event That Year? Assessing Temporal Information and Reasoning in Large Language Models