语言大模型 / LLM

Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents

Yue Liu, Sin Kit Lo, Qinghua Lu, Liming Zhu, Dehai Zhao, Xiwei Xu, Stefan Harrer, Jon Whittle

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

Replace-then-Perturb: Targeted Adversarial Attacks With Visual Reasoning for Vision-Language Models

Jonggyu Jang, Hyeonsu Lyu, Jungyeon Koh, Hyun Jong Yang

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

Comments 13 pages, 5 figure

MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering

Yizhen Luo, Zikun Nie, Massimo Hong, Suyuan Zhao, Hao Zhou, Zaiqing Nie

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

Comments NeurIPS 2024 poster

CoqPilot, a plugin for LLM-based generation of proofs

Andrei Kozyrev, Gleb Solovev, Nikita Khramov, Anton Podkopaev

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

Comments Published in the proceedings of the ASE'24 Tool Demonstrations Track

Semformer: Transformer Language Models with Semantic Planning

Yongjing Yin, Junran Ding, Kai Song, Yue Zhang

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

Journal ref EMNLP2024

Representational Analysis of Binding in Language Models

Qin Dai, Benjamin Heinzerling, Kentaro Inui

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

Zero-shot Object Navigation with Vision-Language Models Reasoning

Congcong Wen, Yisiyuan Huang, Hao Huang, Yanjia Huang, Shuaihang Yuan, Yu Hao, Hui Lin, Yu-Shen Liu, Yi Fang

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

Comments Accepted by the International Conference on Pattern Recognition (ICPR) for Oral presentation

Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems

Alireza Ghafarollahi, Markus J. Buehler

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

Do LLM Agents Exhibit Social Behavior?

Yan Leng, Yuan Yuan

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

Proceedings of the First International Workshop on Next-Generation Language Models for Knowledge Representation and Reasoning (NeLaMKRR 2024)

Ken Satoh, Ha-Thanh Nguyen, Francesca Toni, Randy Goebel, Kostas Stathis

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

Comments Associated with the 21st International Conference on Principles of Knowledge Representation and Reasoning (KR 2024) in Hanoi, Vietnam

Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework

Xiao Han, Chen Zhu, Xiangyu Zhao, Hengshu Zhu

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

Comments resubmit to www2025

Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models

Tinghui Zhu, Qin Liu, Fei Wang, Zhengzhong Tu, Muhao Chen

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

Comments Website: https://darthzhu.github.io/cross-modality-knowledge-conflict/

Mathfish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula

Li Lucy, Tal August, Rose E. Wang, Luca Soldaini, Courtney Allison, Kyle Lo

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

Comments 30 pages, 23 figures

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning

Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang

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

Comments Accepted to the main conference of EMNLP 2024; v3 fixes several typos, incorrect section numbers, and missing references to Appendix sections in v2

Constructive Apraxia: An Unexpected Limit of Instructible Vision-Language Models and Analog for Human Cognitive Disorders

David Noever, Samantha E. Miller Noever

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

Integrating Natural Language Prompting Tasks in Introductory Programming Courses

Chris Kerslake, Paul Denny, David H Smith, James Prather, Juho Leinonen, Andrew Luxton-Reilly, Stephen MacNeil

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

Comments 7 pages, 6 figures. Accepted for publication at SIGCSE Virtual 2024

Not All LLM Reasoners Are Created Equal

Arian Hosseini, Alessandro Sordoni, Daniel Toyama, Aaron Courville, Rishabh Agarwal

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

ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling

William Yicheng Zhu, Keren Ye, Junjie Ke, Jiahui Yu, Leonidas Guibas, Peyman Milanfar, Feng Yang

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

Comments Accepted at ECCV 2024. Contact: zhuwilliam[at]google[dot]com. GitHub: https://github.com/google-research/google-research/tree/master/attribute_with_prefixlm

Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling

Matúš Pikuliak, Andrea Hrckova, Stefan Oresko, Marián Šimko

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

Comments EMNLP 2024 Findings

On the Power of Decision Trees in Auto-Regressive Language Modeling

Yulu Gan, Tomer Galanti, Tomaso Poggio, Eran Malach

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

Comments Accepted to NeurIPS 2024

What Are the Odds? Language Models Are Capable of Probabilistic Reasoning

Akshay Paruchuri, Jake Garrison, Shun Liao, John Hernandez, Jacob Sunshine, Tim Althoff, Xin Liu, Daniel McDuff

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

Comments EMNLP 2024 (Main), 21 pages, 9 figures, 2 tables

Unveiling Ontological Commitment in Multi-Modal Foundation Models

Mert Keser, Gesina Schwalbe, Niki Amini-Naieni, Matthias Rottmann, Alois Knoll

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

Comments Qualitative Reasoning Workshop 2024 (QR2024) colocated with ECAI2024, camera-ready submission; first two authors contributed equally; 10 pages, 4 figures, 3 tables

Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning?

Bowen Zhao, Leo Parker Dirac, Paulina Varshavskaya

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

Comments 13 pages, 4 figures. Code released at https://github.com/groundlight/vlm-visual-demonstrations

ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots

Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianrun Hu, Tianyi Chen, Zhouliang Yu, Lin Shao

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

CAST: Cross-modal Alignment Similarity Test for Vision Language Models

Gautier Dagan, Olga Loginova, Anil Batra

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

Learning Rules from KGs Guided by Language Models

Zihang Peng, Daria Stepanova, Vinh Thinh Ho, Heike Adel, Alessandra Russo, Simon Ott

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

Comments proof of concept

Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning

Xiaoye Qu, Jiashuo Sun, Wei Wei, Yu Cheng

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

Comments 13 pages, 7 tables, 7 figures

DriveGenVLM: Real-world Video Generation for Vision Language Model based Autonomous Driving

Yongjie Fu, Anmol Jain, Xuan Di, Xu Chen, Zhaobin Mo

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

Enhancing Depression Diagnosis with Chain-of-Thought Prompting

Elysia Shi, Adithri Manda, London Chowdhury, Runeema Arun, Kevin Zhu, Michael Lam

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

Image-Based Geolocation Using Large Vision-Language Models

Yi Liu, Junchen Ding, Gelei Deng, Yuekang Li, Tianwei Zhang, Weisong Sun, Yaowen Zheng, Jingquan Ge, Yang Liu

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