语言大模型 / LLM

OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad

Luyao Tang, Yuxuan Yuan, Chaoqi Chen, Zeyu Zhang, Yue Huang, Kun Zhang

专题命中 知识编辑与模型理解 ：foundation model(title,abstract)；分类 cs.LG

Comments Accepted by CVPR 2025

EXPRESS: An LLM-Generated Explainable Property Valuation System with Neighbor Imputation

Wei-Wei Du, Yung-Chien Wang, Wen-Chih Peng

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；分类 cs.LG

Comments Preprint

Boundary Prompting: Elastic Urban Region Representation via Graph-based Spatial Tokenization

Haojia Zhu, Jiahui Jin, Dong Kan, Rouxi Shen, Ruize Wang, Xiangguo Sun, Jinghui Zhang

专题命中 知识编辑与模型理解 ：prompting(title,abstract)；分类 cs.AI

Characterizing the Role of Similarity in the Property Inferences of Language Models

Juan Diego Rodriguez, Aaron Mueller, Kanishka Misra

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL

Comments Published at NAACL 2025

On Fact and Frequency: LLM Responses to Misinformation Expressed with Uncertainty

Yana van de Sande, Gunes Açar, Thabo van Woudenberg, Martha Larson

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；分类 cs.CL

Comments 4 pages, 1 figure, 3 tables, conference

Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models

Jiexin Wang, Adam Jatowt, Yi Cai

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL

Comments This paper has been accepted for publication in ACM Transactions on the Web. Final publication details (volume, issue, page range) will be updated once they are finalized

Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging

Yujin Oh, Robert Seifert, Yihan Cao, Christoph Clement, Justin Ferdinandus, Constantin Lapa, Alessandro Liebich, Michelle Amon, Johanna Enke, Sifan Song, Runqi Meng, Fang Zeng, Ning Guo, Xiang Li, Pedram Heidari, Axel Rominger, Kuangyu Shi, Quanzheng Li

专题命中 知识编辑与模型理解 ：foundation model(title,abstract)；分类 cs.AI

Comments 11 pages, 2 figures, 3 tables

ECG-EmotionNet: Nested Mixture of Expert (NMoE) Adaptation of ECG-Foundation Model for Driver Emotion Recognition

Nastaran Mansourian, Arash Mohammadi, M. Omair Ahmad, M. N. S. Swamy

专题命中 知识编辑与模型理解 ：foundation model(title,abstract)；分类 cs.LG

Probing the limitations of multimodal language models for chemistry and materials research

Nawaf Alampara, Mara Schilling-Wilhelmi, Martiño Ríos-García, Indrajeet Mandal, Pranav Khetarpal, Hargun Singh Grover, N. M. Anoop Krishnan, Kevin Maik Jablonka

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.LG

Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval

Ingeol Baek, Hwan Chang, Byeongjeong Kim, Jimin Lee, Hwanhee Lee

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL

Comments NAACL 2025 Findings

Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows

Frederic Gmeiner, Nicolai Marquardt, Michael Bentley, Hugo Romat, Michel Pahud, David Brown, Asta Roseway, Nikolas Martelaro, Kenneth Holstein, Ken Hinckley, Nathalie Riche

专题命中 知识编辑与模型理解 ：prompting(title,abstract)；分类 cs.AI

Comments 31 pages, 30 figures, 3 tables. To appear in the Proceedings of the 2025 ACM CHI Conference on Human Factors in Computing Systems, Yokohama, Japan

Linguistically Grounded Analysis of Language Models using Shapley Head Values

Marcell Fekete, Johannes Bjerva

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL

Representation Engineering for Large-Language Models: Survey and Research Challenges

Lukasz Bartoszcze, Sarthak Munshi, Bryan Sukidi, Jennifer Yen, Zejia Yang, David Williams-King, Linh Le, Kosi Asuzu, Carsten Maple

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.AI

Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

Yucheng Shi, Quanzheng Li, Jin Sun, Xiang Li, Ninghao Liu

专题命中 知识编辑与模型理解 ：foundation model(title)；language model(abstract)；分类 cs.LG

Comments Accepted by ICLR 2025. Code: https://github.com/sycny/SelfSynthX

Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models

Philip Harris, Michael Kagan, Jeffrey Krupa, Benedikt Maier, Nathaniel Woodward

专题命中 知识编辑与模型理解 ：foundation model(title,abstract)；分类 cs.LG

Comments 14 pages, 8 figures

Journal ref Phys. Rev. D 111 (2025) 3, 032010

How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations

Hyunji Lee, Danni Liu, Supriti Sinhamahapatra, Jan Niehues

专题命中 知识编辑与模型理解 ：foundation model(title,abstract)；分类 cs.CL

Comments NAACL 2025

Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning

Jianguo Sun, Yifan Jia, Yanbin Wang, Yiwei Liu, Zhang Sheng, Ye Tian

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.LG

Artworks Reimagined: Exploring Human-AI Co-Creation through Body Prompting

Jonas Oppenlaender, Hannah Johnston, Johanna Silvennoinen, Helena Barranha

专题命中 知识编辑与模型理解 ：prompting(title,abstract)；分类 cs.AI

Comments 29 pages, 5 figures, 2 tables

AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting

Abdelhakim Benechehab, Vasilii Feofanov, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balázs Kégl

专题命中 知识编辑与模型理解 ：foundation model(title,abstract)；分类 cs.LG

Interpreting and Steering Protein Language Models through Sparse Autoencoders

Edith Natalia Villegas Garcia, Alessio Ansuini

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.LG

Comments 11 pages, 6 figures

SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based Agent

Keyeun Lee, Seo Hyeong Kim, Seolhee Lee, Jinsu Eun, Yena Ko, Hayeon Jeon, Esther Hehsun Kim, Seonghye Cho, Soeun Yang, Eun-mee Kim, Hajin Lim

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；分类 cs.CL

Comments 21 pages, 8 figures, 5 tables, Accepted in NAACL2025 Main

Obfuscated Activations Bypass LLM Latent-Space Defenses

Luke Bailey, Alex Serrano, Abhay Sheshadri, Mikhail Seleznyov, Jordan Taylor, Erik Jenner, Jacob Hilton, Stephen Casper, Carlos Guestrin, Scott Emmons

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；分类 cs.LG

Comments Project page: https://obfuscated-activations.github.io/ Code: https://github.com/LukeBailey181/obfuscated-activations

A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation

Bairu Hou, Yang Zhang, Jacob Andreas, Shiyu Chang

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；分类 cs.CL

Comments NAACL 2025 (main conference)

When One LLM Drools, Multi-LLM Collaboration Rules

Shangbin Feng, Wenxuan Ding, Alisa Liu, Zifeng Wang, Weijia Shi, Yike Wang, Zejiang Shen, Xiaochuang Han, Hunter Lang, Chen-Yu Lee, Tomas Pfister, Yejin Choi, Yulia Tsvetkov

专题命中 知识编辑与模型理解 ：LLM(title,abstract)；分类 cs.CL

Color in Visual-Language Models: CLIP deficiencies

Guillem Arias, Ramon Baldrich, Maria Vanrell

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.AI

Comments 6 pages, 10 figures, conference, Artificial Intelligence

Journal ref in Color and Imaging Conference, 2024, pp 101 - 106

Multi-megabase scale genome interpretation with genetic language models

Frederik Träuble, Lachlan Stuart, Andreas Georgiou, Pascal Notin, Arash Mehrjou, Ron Schwessinger, Mathieu Chevalley, Kim Branson, Bernhard Schölkopf, Cornelia van Duijn, Debora Marks, Patrick Schwab

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.LG

Linguistic Entity Masking to Improve Cross-Lingual Representation of Multilingual Language Models for Low-Resource Languages

Aloka Fernando, Surangika Ranathunga

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL

Generative power of a protein language model trained on multiple sequence alignments

Damiano Sgarbossa, Umberto Lupo, Anne-Florence Bitbol

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.LG

Comments 46 pages, 20 figures, 6 tables

Journal ref eLife 12: e79854 (2023)

Montague semantics and modifier consistency measurement in neural language models

Danilo S. Carvalho, Edoardo Manino, Julia Rozanova, Lucas Cordeiro, André Freitas

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.CL

RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language Models

Sangmin Woo, Jaehyuk Jang, Donguk Kim, Yubin Choi, Changick Kim

专题命中 知识编辑与模型理解 ：language model(title,abstract)；分类 cs.AI

Comments Project: https://sangminwoo.github.io/RITUAL/