语言大模型 / LLM

LEXI: Large Language Models Experimentation Interface

Guy Laban, Tomer Laban, Hatice Gunes

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

Comments For associated Github repository, see https://github.com/Tomer-Lavan/Lexi

Large Language Models based Multi-Agent Framework for Objective Oriented Control Design in Power Electronics

Chenggang Cui, Jiaming Liu, Junkang Feng, Peifeng Hui, Amer M. Y. M. Ghias, Chuanlin Zhang

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

Comments 6 pages, 6 figures

Harnessing Business and Media Insights with Large Language Models

Yujia Bao, Ankit Parag Shah, Neeru Narang, Jonathan Rivers, Rajeev Maksey, Lan Guan, Louise N. Barrere, Shelley Evenson, Rahul Basole, Connie Miao, Ankit Mehta, Fabien Boulay, Su Min Park, Natalie E. Pearson, Eldhose Joy, Tiger He, Sumiran Thakur, Koustav Ghosal, Josh On, Phoebe Morrison, Tim Major, Eva Siqi Wang, Gina Escobar, Jiaheng Wei, Tharindu Cyril Weerasooriya, Queena Song, Daria Lashkevich, Clare Chen, Gyuhak Kim, Dengpan Yin, Don Hejna, Mo Nomeli, Wei Wei

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

Towards Human Awareness in Robot Task Planning with Large Language Models

Yuchen Liu, Luigi Palmieri, Sebastian Koch, Ilche Georgievski, Marco Aiello

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

Journal ref Long-Term Human Motion Prediction (LHMP) Workshop of ICRA 2024 (https://motionpredictionicra2024.github.io/)

SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models

Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych

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 at ACL 2024 (Main)

LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model

Yixuan Yang, Junru Lu, Zixiang Zhao, Zhen Luo, James J. Q. Yu, Victor Sanchez, Feng Zheng

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

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang

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

Comments Code at https://github.com/lapisrocks/LanguageAgentTreeSearch

Deception Abilities Emerged in Large Language Models

Thilo Hagendorff

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

Exploring the Potential of Large Language Models for Automation in Technical Customer Service

Jochen Wulf, Juerg Meierhofer

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

Journal ref Proceedings of the Spring Servitization Conference (SSC2024)

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang

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 ICML 2024

Think-Program-reCtify: 3D Situated Reasoning with Large Language Models

Qingrong He, Kejun Lin, Shizhe Chen, Anwen Hu, Qin Jin

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

An Artificial Neuron for Enhanced Problem Solving in Large Language Models

Sumedh Rasal

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

LaMI: Large Language Models for Multi-Modal Human-Robot Interaction

Chao Wang, Stephan Hasler, Daniel Tanneberg, Felix Ocker, Frank Joublin, Antonello Ceravola, Joerg Deigmoeller, Michael Gienger

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

Comments 10 pages, 6 figures

Multimodal Road Network Generation Based on Large Language Model

Jiajing Chen, Weihang Xu, Haiming Cao, Zihuan Xu, Yu Zhang, Zhao Zhang, Siyao Zhang

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

Comments 17 pages, 8 figures

MLDT: Multi-Level Decomposition for Complex Long-Horizon Robotic Task Planning with Open-Source Large Language Model

Yike Wu, Jiatao Zhang, Nan Hu, LanLing Tang, Guilin Qi, Jun Shao, Jie Ren, Wei Song

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

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 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 26TH International Conference on Human-Computer Interaction

Empowering Segmentation Ability to Multi-modal Large Language Models

Yuqi Yang, Peng-Tao Jiang, Jing Wang, Hao Zhang, Kai Zhao, Jinwei Chen, Bo Li

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

Comments 10 pages, 4 figures

Democratizing Fine-grained Visual Recognition with Large Language Models

Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Nicu Sebe, Elisa Ricci

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

Comments Accepted as a conference paper at ICLR 2024; Project page: https://projfiner.github.io/

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models

Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos, Haifeng Zhang, David Henry Mguni, Jun Wang

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

Stepwise Self-Consistent Mathematical Reasoning with Large Language Models

Zilong Zhao, Yao Rong, Dongyang Guo, Emek Gözlüklü, Emir Gülboy, Enkelejda Kasneci

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

Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach

Hongyang Du, Guangyuan Liu, Yijing Lin, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim

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

MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Gelei Deng, Yi Liu, Yuekang Li, Kailong Wang, Ying Zhang, Zefeng Li, Haoyu Wang, Tianwei Zhang, Yang Liu

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

Journal ref The Network and Distributed System Security Symposium (NDSS) 2024

VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model

Pengying Wu, Yao Mu, Bingxian Wu, Yi Hou, Ji Ma, Shanghang Zhang, Chang Liu

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

Comments 18 pages, 13 figures

Generative Expressive Robot Behaviors using Large Language Models

Karthik Mahadevan, Jonathan Chien, Noah Brown, Zhuo Xu, Carolina Parada, Fei Xia, Andy Zeng, Leila Takayama, Dorsa Sadigh

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

C2Ideas: Supporting Creative Interior Color Design Ideation with Large Language Model

Yihan Hou, Manling Yang, Hao Cui, Lei Wang, Jie Xu, Wei Zeng

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

Comments 26 pages, 11 figures

Enhancing Recommender Systems with Large Language Model Reasoning Graphs

Yan Wang, Zhixuan Chu, Xin Ouyang, Simeng Wang, Hongyan Hao, Yue Shen, Jinjie Gu, Siqiao Xue, James Y Zhang, Qing Cui, Longfei Li, Jun Zhou, Sheng Li

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

Comments 12 pages, 6 figures

ICBeLLM: High Quality International Events Data with Open Source Large Language Models on Consumer Hardware

Rex W. Douglass, Thomas Leo Scherer, J. Andrés Gannon, Erik Gartzke

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

Optimal Scene Graph Planning with Large Language Model Guidance

Zhirui Dai, Arash Asgharivaskasi, Thai Duong, Shusen Lin, Maria-Elizabeth Tzes, George Pappas, Nikolay Atanasov

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

Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception

Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen

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 the 40th IEEE International Conference on Data Engineering (ICDE 2024)

Rethinking Tabular Data Understanding with Large Language Models

Tianyang Liu, Fei Wang, Muhao Chen

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