语言大模型 / LLM

Breaking Chains: Unraveling the Links in Multi-Hop Knowledge Unlearning

Minseok Choi, ChaeHun Park, Dohyun Lee, Jaegul Choo

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

Comments 16 pages, 5 figures

Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion

Xinping Zhao, Jindi Yu, Zhenyu Liu, Jifang Wang, Dongfang Li, Yibin Chen, Baotian Hu, Min 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

Comments 12 pages, 3 figures, 6 tables. Accepted by EMNLP 2024's demo track

An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment

Hugo Malard, Michel Olvera, Stéphane Lathuiliere, Slim Essid

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

Evaluating Readability and Faithfulness of Concept-based Explanations

Meng Li, Haoran Jin, Ruixuan Huang, Zhihao Xu, Defu Lian, Zijia Lin, Di Zhang, Xiting Wang

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

Comments EMNLP 2024; code: https://github.com/hr-jin/Concept-Explanation-Evaluation

Concept Space Alignment in Multilingual LLMs

Qiwei Peng, Anders Søgaard

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

Comments EMNLP 2024

OpenObject-NAV: Open-Vocabulary Object-Oriented Navigation Based on Dynamic Carrier-Relationship Scene Graph

Yujie Tang, Meiling Wang, Yinan Deng, Zibo Zheng, Jiagui Zhong, Yufeng Yue

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

Comments Project website: https://openobject-nav.github.io/

"Why" Has the Least Side Effect on Model Editing

Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen

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

MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning

Zhenlong Dai, Chang Yao, WenKang Han, Ying Yuan, Zhipeng Gao, Jingyuan Chen

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

Comments Accepted by ACL 2024, Main Conference

RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems

Yihong Tang, Bo Wang, Xu Wang, Dongming Zhao, Jing Liu, Jijun Zhang, Ruifang He, Yuexian Hou

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

CLSP: High-Fidelity Contrastive Language-State Pre-training for Agent State Representation

Fuxian Huang, Qi Zhang, Shaopeng Zhai, Jie Wang, Tianyi Zhang, Haoran Zhang, Ming Zhou, Yu Liu, Yu Qiao

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

Gender Representation and Bias in Indian Civil Service Mock Interviews

Somonnoy Banerjee, Sujan Dutta, Soumyajit Datta, Ashiqur R. KhudaBukhsh

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

$\mathbb{USCD}$: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding

Shuai Wang, Liang Ding, Li Shen, Yong Luo, Zheng He, Wei Yu, Dacheng Tao

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

Comments 13pages,8 figures

Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test

Tomáš Musil, David Mareček

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

Comments Presented at LREC-COLING 2024, cite this version please: https://aclanthology.org/2024.lrec-main.605/

THInC: A Theory-Driven Framework for Computational Humor Detection

Victor De Marez, Thomas Winters, Ayla Rigouts Terryn

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

Comments Accepted at CREAI 2024 (International Workshop on Artificial Intelligence and Creativity)

Understanding Multimodal Hallucination with Parameter-Free Representation Alignment

Yueqian Wang, Jianxin Liang, Yuxuan Wang, Huishuai Zhang, Dongyan Zhao

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

Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation

N. E. Kriman

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

Comments 12 pages

PolicyLR: A Logic Representation For Privacy Policies

Ashish Hooda, Rishabh Khandelwal, Prasad Chalasani, Kassem Fawaz, Somesh Jha

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

Crafting the Path: Robust Query Rewriting for Information Retrieval

Ingeol Baek, Jimin Lee, Joonho Yang, Hwanhee Lee

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

Comments 3 figures, 13 tables

The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights

Nura Aljaafari, Danilo S. Carvalho, André Freitas

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

Comments 23 pages, 25 figures

ARMADA: Attribute-Based Multimodal Data Augmentation

Xiaomeng Jin, Jeonghwan Kim, Yu Zhou, Kuan-Hao Huang, Te-Lin Wu, Nanyun Peng, Heng Ji

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

Definition generation for lexical semantic change detection

Mariia Fedorova, Andrey Kutuzov, Yves Scherrer

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

Comments Findings of ACL 2024

Semantic Communication Enhanced by Knowledge Graph Representation Learning

Nour Hello, Paolo Di Lorenzo, Emilio Calvanese Strinati

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

Comments Accepted for publication at the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)

Classification-Based Automatic HDL Code Generation Using LLMs

Wenhao Sun, Bing Li, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann

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

MAVEN-Fact: A Large-scale Event Factuality Detection Dataset

Chunyang Li, Hao Peng, Xiaozhi Wang, Yunjia Qi, Lei Hou, Bin Xu, Juanzi Li

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

Comments Under review

RepCodec: A Speech Representation Codec for Speech Tokenization

Zhichao Huang, Chutong Meng, Tom Ko

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

Comments ACL 2024 (Main)

Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent

Karolis Jucys, George Adamopoulos, Mehrab Hamidi, Stephanie Milani, Mohammad Reza Samsami, Artem Zholus, Sonia Joseph, Blake Richards, Irina Rish, Özgür Şimşek

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

Comments Mechanistic Interpretability Workshop at ICML 2024

Towards Building Specialized Generalist AI with System 1 and System 2 Fusion

Kaiyan Zhang, Biqing Qi, Bowen Zhou

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

Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs

Adi Simhi, Jonathan Herzig, Idan Szpektor, Yonatan Belinkov

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

4D Contrastive Superflows are Dense 3D Representation Learners

Xiang Xu, Lingdong Kong, Hui Shuai, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu, Qingshan Liu

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

Comments ECCV 2024; 36 pages, 11 figures, 11 tables; Code at https://github.com/Xiangxu-0103/SuperFlow

A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models

Sebastian G. Gruber, Florian Buettner

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

Comments Published at ICML 2024: https://openreview.net/pdf?id=QwgSOwynxD