语言大模型 / LLM

FactAlign: Long-form Factuality Alignment of Large Language Models

Chao-Wei Huang, Yun-Nung Chen

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

Comments Accepted to EMNLP 2024 Findings

Large Language Model Recall Uncertainty is Modulated by the Fan Effect

Jesse Roberts, Kyle Moore, Thao Pham, Oseremhen Ewaleifoh, Doug Fisher

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

A Multiple-Fill-in-the-Blank Exam Approach for Enhancing Zero-Resource Hallucination Detection in Large Language Models

Satoshi Munakata, Taku Fukui, Takao Mohri

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

Comments 20 pages

Measuring Copyright Risks of Large Language Model via Partial Information Probing

Weijie Zhao, Huajie Shao, Zhaozhuo Xu, Suzhen Duan, Denghui Zhang

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

Comments 8 pages, 8 figures

Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory

Yongxin Deng, Xihe Qiu, Xiaoyu Tan, Jing Pan, Chen Jue, Zhijun Fang, Yinghui Xu, Wei Chu, Yuan Qi

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

CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting

Huihan Li, Liwei Jiang, Jena D. Hwang, Hyunwoo Kim, Sebastin Santy, Taylor Sorensen, Bill Yuchen Lin, Nouha Dziri, Xiang Ren, Yejin Choi

专题命中 知识编辑与模型理解 ：language model(title,abstract)；prompting(title)；LLM(abstract)；large language model(abstract)

Towards Explainable Evolution Strategies with Large Language Models

Jill Baumann, Oliver Kramer

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

Comments Accepted at ESANN 2024

Crafting Large Language Models for Enhanced Interpretability

Chung-En Sun, Tuomas Oikarinen, Tsui-Wei Weng

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

Comments Present at ICML 2024 Mechanistic Interpretability (MI) Workshop

Calibrated Large Language Models for Binary Question Answering

Patrizio Giovannotti, Alexander Gammerman

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

Comments Accepted to COPA 2024 (13th Symposium on Conformal and Probabilistic Prediction with Applications)

Uncertainty Quantification in Large Language Models Through Convex Hull Analysis

Ferhat Ozgur Catak, Murat Kuzlu

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

Comments 17 pages

Confabulation: The Surprising Value of Large Language Model Hallucinations

Peiqi Sui, Eamon Duede, Sophie Wu, Richard Jean So

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

Comments Forthcoming at ACL2024 main conference. 1 figure

Knowledge Graph-Enhanced Large Language Models via Path Selection

Haochen Liu, Song Wang, Yaochen Zhu, Yushun Dong, Jundong Li

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

Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models

Weihang Su, Changyue Wang, Qingyao Ai, Yiran HU, Zhijing Wu, Yujia Zhou, Yiqun Liu

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

Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models

Zhiwei He, Binglin Zhou, Hongkun Hao, Aiwei Liu, Xing Wang, Zhaopeng Tu, Zhuosheng Zhang, Rui Wang

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

Comments ACL 2024 (main conference)

Confidence-Aware Sub-Structure Beam Search (CABS): Mitigating Hallucination in Structured Data Generation with Large Language Models

Chengwei Wei, Kee Kiat Koo, Amir Tavanaei, Karim Bouyarmane

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

Towards Ontology-Enhanced Representation Learning for Large Language Models

Francesco Ronzano, Jay Nanavati

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

Comments 14 pages, 1 figure

An Evaluation of Estimative Uncertainty in Large Language Models

Zhisheng Tang, Ke Shen, Mayank Kejriwal

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

Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

Zhen Lin, Shubhendu Trivedi, Jimeng Sun

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

Comments Published in Transactions on Machine Learning Research (05/2024)

Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation

Xingyu Wu, Yan Zhong, Jibin Wu, Bingbing Jiang, Kay Chen Tan

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

Comments Accepted by IJCAI 2024

PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking

Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi Nahab, Xiao Hu, Carl Yang

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

Journal ref Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (Short-Paper Track), 2024

DrugLLM: Open Large Language Model for Few-shot Molecule Generation

Xianggen Liu, Yan Guo, Haoran Li, Jin Liu, Shudong Huang, Bowen Ke, Jiancheng Lv

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

Comments 17 pages, 3 figures

Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing

Zhenyu Qian, Yiming Qian, Yuting Song, Fei Gao, Hai Jin, Chen Yu, Xia Xie

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

Comments Because my organization does not allow members to privately upload papers to arXiv, I am requesting a withdrawal of my submission

Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems

Nenad Petrovic, Fengjunjie Pan, Krzysztof Lebioda, Vahid Zolfaghari, Sven Kirchner, Nils Purschke, Muhammad Aqib Khan, Viktor Vorobev, Alois Knoll

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

Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models

Priyesh Vakharia, Devavrat Joshi, Meenal Chavan, Dhananjay Sonawane, Bhrigu Garg, Parsa Mazaheri

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

Comments All authors contributed equally to this work

Uncertainty Quantification for In-Context Learning of Large Language Models

Chen Ling, Xujiang Zhao, Xuchao Zhang, Wei Cheng, Yanchi Liu, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen

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

Comments Accepted to the main conference of NAACL 2024

An evolutionary model of personality traits related to cooperative behavior using a large language model

Reiji Suzuki, Takaya Arita

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

Comments 7 pages, 4 figures and 1 table

Journal ref Sci.Rep. 14 (2024) 5989

Alleviating Hallucinations of Large Language Models through Induced Hallucinations

Yue Zhang, Leyang Cui, Wei Bi, Shuming Shi

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

Comments Work in progress

Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs

Yijian Qin, Xin Wang, Ziwei Zhang, Wenwu Zhu

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

SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models

Xiang Gao, Jiaxin Zhang, Lalla Mouatadid, Kamalika Das

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

Comments Accepted to appear at EACL 2024

On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe

Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang

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

Comments 21 pages, 13 figures