语言大模型 / LLM

Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject

Zenghao Duan, Wenbin Duan, Zhiyi Yin, Yinghan Shen, Shaoling Jing, Jie Zhang, Huawei Shen, Xueqi Cheng

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

Comments Accepted by NAACL 2025

Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics

Hussam Ghanem, Christophe Cruz

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

Journal ref Sixth International Knowledge Graph and Semantic Web Conference (KGSWC 2024), Dec 2024, Paris, France

MARAGE: Transferable Multi-Model Adversarial Attack for Retrieval-Augmented Generation Data Extraction

Xiao Hu, Eric Liu, Weizhou Wang, Xiangyu Guo, David Lie

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

Looking for the Inner Music: Probing LLMs' Understanding of Literary Style

Rebecca M. M. Hicke, David Mimno

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

Discovering Chunks in Neural Embeddings for Interpretability

Shuchen Wu, Stephan Alaniz, Eric Schulz, Zeynep Akata

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

On Bob Dylan: A Computational Perspective

Prashant Garg

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

From Natural Language to Extensive-Form Game Representations

Shilong Deng, Yongzhao Wang, Rahul Savani

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

Comments This work has been accepted as a full paper for AAMAS 2025. This is a full version of the AAMAS 2025 proceedings

Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics

Ameya Godbole, Robin Jia

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

Comments v2: Added Acknowledgements to funding sources and advisors

Refusal in LLMs is an Affine Function

Thomas Marshall, Adam Scherlis, Nora Belrose

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

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks

Diego Gosmar, Deborah A. Dahl

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

Comments 18 pages, 6 figures

Noise-powered Multi-modal Knowledge Graph Representation Framework

Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang

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

Comments COLING 2025 Accepted, Repo is available at https://github.com/zjukg/SNAG

Quilt-1M: One Million Image-Text Pairs for Histopathology

Wisdom Oluchi Ikezogwo, Mehmet Saygin Seyfioglu, Fatemeh Ghezloo, Dylan Stefan Chan Geva, Fatwir Sheikh Mohammed, Pavan Kumar Anand, Ranjay Krishna, Linda Shapiro

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

Found in Translation: semantic approaches for enhancing AI interpretability in face verification

Miriam Doh, Caroline Mazini Rodrigues, N. Boutry, L. Najman, Matei Mancas, Bernard Gosselin

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

Real-Time Textless Dialogue Generation

Long Mai, Julie Carson-Berndsen

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

Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

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

Comments Published in JMIR: https://www.jmir.org/2025/1/e66220

Joint Knowledge Editing for Information Enrichment and Probability Promotion

Wenhang Shi, Yiren Chen, Shuqing Bian, Xinyi Zhang, Zhe Zhao, Pengfei Hu, Wei Lu, Xiaoyong Du

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

KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions

Yanxu Zhu, Jinlin Xiao, Yuhang Wang, Jitao Sang

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

Comments COLING2025 main

Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation

Qinhong Lin, Linna Zhou, Zhongliang Yang, Yuang Cai

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

I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token

Roi Cohen, Konstantin Dobler, Eden Biran, Gerard de Melo

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

Comments Published at NeurIPS 2024

A Comparative Study on Code Generation with Transformers

Namrata Das, Rakshya Panta, Neelam Karki, Ruchi Manandhar, Dinesh Baniya Kshatri

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

Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Phillip Guo, Aaquib Syed, Abhay Sheshadri, Aidan Ewart, Gintare Karolina Dziugaite

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

Comments 31 pages, 45 figures, 7 tables

Minimization of Boolean Complexity in In-Context Concept Learning

Leroy Z. Wang, R. Thomas McCoy, Shane Steinert-Threlkeld

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

LLMs as mirrors of societal moral standards: reflection of cultural divergence and agreement across ethical topics

Mijntje Meijer, Hadi Mohammadi, Ayoub Bagheri

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

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing

Andreas Madsen

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

Comments Doctoral thesis

SwissADT: An Audio Description Translation System for Swiss Languages

Lukas Fischer, Yingqiang Gao, Alexa Lintner, Sarah Ebling

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

GRL-Prompt: Towards Knowledge Graph based Prompt Optimization via Reinforcement Learning

Yuze Liu, Tingjie Liu, Tiehua Zhang, Youhua Xia, Jinze Wang, Zhishu Shen, Jiong Jin, Fei Richard Yu

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

Alien Recombination: Exploring Concept Blends Beyond Human Cognitive Availability in Visual Art

Alejandro Hernandez, Levin Brinkmann, Ignacio Serna, Nasim Rahaman, Hassan Abu Alhaija, Hiromu Yakura, Mar Canet Sola, Bernhard Schölkopf, Iyad Rahwan

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

Comments NeurIPS 2024 Workshop on Creativity & Generative AI, 13 pages, 11 figures

DeepEdit: Knowledge Editing as Decoding with Constraints

Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang

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

Seeing Through the Fog: A Cost-Effectiveness Analysis of Hallucination Detection Systems

Alexander Thomas, Seth Rosen, Vishnu Vettrivel

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

Comments 18 pags, 13 figures, 2 tables

Exploring the Knowledge Mismatch Hypothesis: Hallucination Propensity in Small Models Fine-tuned on Data from Larger Models

Phil Wee, Riyadh Baghdadi

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

Comments 6 pages, 3 figures