语言大模型 / LLM

Planning with Vision-Language Models and a Use Case in Robot-Assisted Teaching

Xuzhe Dang, Lada Kudláčková, Stefan Edelkamp

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

Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning

Michael Xieyang Liu, Savvas Petridis, Vivian Tsai, Alexander J. Fiannaca, Alex Olwal, Michael Terry, Carrie J. Cai

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

Journal ref 30th International Conference on Intelligent User Interfaces (IUI'25), March 24-27, 2025, Cagliari, Italy. ACM, New York, NY, USA, 16 pages

Precise and Robust Sidewalk Detection: Leveraging Ensemble Learning to Surpass LLM Limitations in Urban Environments

Ibne Farabi Shihab, Sudesh Ramesh Bhagat, Anuj Sharma

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

SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving

Xuewen Luo, Fan Ding, Fengze Yang, Yang Zhou, Junnyong Loo, Hwa Hui Tew, Chenxi Liu

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

Comments This paper has been accepted for presentation at WACV Workshop LLMAD 2025

Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks

Hamed Firooz, Maziar Sanjabi, Wenlong Jiang, Xiaoling Zhai

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

EQUATOR: A Deterministic Framework for Evaluating LLM Reasoning with Open-Ended Questions. # v1.0.0-beta

Raymond Bernard, Shaina Raza, Subhabrata Das, Rahul Murugan

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

ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes

Shengxin Hong, Liang Xiao, Xin Zhang, Jianxia Chen

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

Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions

Hang Li, Tianlong Xu, Kaiqi Yang, Yucheng Chu, Yanling Chen, Yichi Song, Qingsong Wen, Hui Liu

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

Comments 12 pages, 4 figures

RATT: A Thought Structure for Coherent and Correct LLM Reasoning

Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu

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

Comments Accepted by AAAI 2025

Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation

Xiaoqiang Kang, Zimu Wang, Xiaobo Jin, Wei Wang, Kaizhu Huang, Qiufeng Wang

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

Comments Accepted at AAAI 2025, extended version with appendix

Dynamic Planning for LLM-based Graphical User Interface Automation

Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen, Xinbei Ma, Muyun Yang, Tiejun Zhao, Min Zhang

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

Comments EMNLP 2024

Can Language Models Rival Mathematics Students? Evaluating Mathematical Reasoning through Textual Manipulation and Human Experiments

Andrii Nikolaiev, Yiannos Stathopoulos, Simone Teufel

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

Multimodal LLM for Intelligent Transportation Systems

Dexter Le, Aybars Yunusoglu, Karn Tiwari, Murat Isik, I. Can Dikmen

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

Comments Accepted at IEEE Symposium Series on Computational Intelligence (SSCI) 2025

Exploring Critical Testing Scenarios for Decision-Making Policies: An LLM Approach

Weichao Xu, Huaxin Pei, Jingxuan Yang, Yuchen Shi, Yi Zhang, Qianchuan Zhao

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

Comments 16 pages, 13 figures

Blockchain Data Analysis in the Era of Large-Language Models

Kentaroh Toyoda, Xiao Wang, Mingzhe Li, Bo Gao, Yuan Wang, Qingsong Wei

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

ARChef: An iOS-Based Augmented Reality Cooking Assistant Powered by Multimodal Gemini LLM

Rithik Vir, Parsa Madinei

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

Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents

Giorgio Piatti, Zhijing Jin, Max Kleiman-Weiner, Bernhard Schölkopf, Mrinmaya Sachan, Rada Mihalcea

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

Comments NeurIPS 2024

SocialMind: LLM-based Proactive AR Social Assistive System with Human-like Perception for In-situ Live Interactions

Bufang Yang, Yunqi Guo, Lilin Xu, Zhenyu Yan, Hongkai Chen, Guoliang Xing, Xiaofan Jiang

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

Evaluating the Consistency of LLM Evaluators

Noah Lee, Jiwoo Hong, James Thorne

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

Comments Accepted to COLING 2025

Mars-PO: Multi-Agent Reasoning System Preference Optimization

Xiaoxuan Lou, Chaojie Wang, Bo An

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

Time is on my sight: scene graph filtering for dynamic environment perception in an LLM-driven robot

Simone Colombani, Luca Brini, Dimitri Ognibene, Giuseppe Boccignone

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

What Do Learning Dynamics Reveal About Generalization in LLM Reasoning?

Katie Kang, Amrith Setlur, Dibya Ghosh, Jacob Steinhardt, Claire Tomlin, Sergey Levine, Aviral Kumar

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

Enhancing High-order Interaction Awareness in LLM-based Recommender Model

Xinfeng Wang, Jin Cui, Fumiyo Fukumoto, Yoshimi Suzuki

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

Comments Long paper accepted to EMNLP 2024 Main. 16 pages

Jailbreaking LLM-Controlled Robots

Alexander Robey, Zachary Ravichandran, Vijay Kumar, Hamed Hassani, George J. Pappas

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

Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models

Jiayu Wang, Yifei Ming, Zhenmei Shi, Vibhav Vineet, Xin Wang, Yixuan Li, Neel Joshi

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

Comments Accepted to NeurIPS 2024

Can Language Models Enable In-Context Database?

Yu Pan, Hongfeng Yu, Tianjiao Zhao, Jianxin Sun

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

StoryVerse: Towards Co-authoring Dynamic Plot with LLM-based Character Simulation via Narrative Planning

Yi Wang, Qian Zhou, David Ledo

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

Comments Proceedings of the 19th international conference on the foundations of digital games 2024

HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis

Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla, Taylor Berg-Kirkpatrick, Nadia Polikarpova

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

Comments Accepted at NeurIPS 2024

Instance-adaptive Zero-shot Chain-of-Thought Prompting

Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye

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

Comments Accepted by NeurIPS 2024

From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection

Xinlei Wang, Maike Feng, Jing Qiu, Jinjin Gu, Junhua Zhao

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

Comments This paper has been accepted for NeurIPS 2024. Code and data are available at https://github.com/ameliawong1996/From_News_to_Forecast