语言大模型 / LLM

Label-free Neural Semantic Image Synthesis

Jiayi Wang, Kevin Alexander Laube, Yumeng Li, Jan Hendrik Metzen, Shin-I Cheng, Julio Borges, Anna Khoreva

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

Towards Compositionality in Concept Learning

Adam Stein, Aaditya Naik, Yinjun Wu, Mayur Naik, Eric Wong

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

Comments Accepted at ICML 2024. 26 pages, 10 figures

Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution

Ying Wang, Tim G. J. Rudner, Andrew Gordon Wilson

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

Comments Published in Advances in Neural Information Processing Systems 36 (NeurIPS 2023)

Eigenpruning: an Interpretability-Inspired PEFT Method

Tomás Vergara-Browne, Álvaro Soto, Akiko Aizawa

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

Comments Extended abstract accepted to LatinX at NAACL 2024

SememeLM: A Sememe Knowledge Enhanced Method for Long-tail Relation Representation

Shuyi Li, Shaojuan Wu, Xiaowang Zhang, Zhiyong Feng

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

Comparing Hallucination Detection Metrics for Multilingual Generation

Haoqiang Kang, Terra Blevins, Luke Zettlemoyer

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

HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou

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

Comments ICML camera-ready version. Code is released at https://github.com/BillChan226/HALC

Investigating the Impact of Model Instability on Explanations and Uncertainty

Sara Vera Marjanović, Isabelle Augenstein, Christina Lioma

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

Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities

Golnoosh Farnadi, Mohammad Havaei, Negar Rostamzadeh

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

Comments 14 pages, 1 figure

Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains

Jiale Zhao, Wanru Zhuang, Jia Song, Yaqi Li, Shuqi Lu

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

Light-weight probing of unsupervised representations for Reinforcement Learning

Wancong Zhang, Anthony GX-Chen, Vlad Sobal, Yann LeCun, Nicolas Carion

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

Comments To appear in the proceedings of the Reinforcement Learning Conference 2024

Time Series Representation Models

Robert Leppich, Vanessa Borst, Veronika Lesch, Samuel Kounev

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

SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Rahul Thapa, Bryan He, Magnus Ruud Kjaer, Hyatt Moore, Gauri Ganjoo, Emmanuel Mignot, James Zou

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

UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning

Shikun Feng, Yuyan Ni, Minghao Li, Yanwen Huang, Zhi-Ming Ma, Wei-Ying Ma, Yanyan Lan

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

Machine Learning Robustness: A Primer

Houssem Ben Braiek, Foutse Khomh

专题命中 知识编辑与模型理解 ：post-training(abstract)；分类 cs.AI、cs.LG

Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks

Lujing Zhang, Aaron Roth, Linjun Zhang

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

Comments 28 pages, 8 figures, accepted by ICML2024

Structured Probabilistic Coding

Dou Hu, Lingwei Wei, Yaxin Liu, Wei Zhou, Songlin Hu

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

Comments 11 pages, accepted by AAAI 2024 (Oral)

A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matching

Dong Yao

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

Comments arXiv admin comment: This version has been removed by arXiv administrators as the submitter did not have the rights to agree to the license at the time of submission

Relational Graph Convolutional Networks for Sentiment Analysis

Asal Khosravi, Zahed Rahmati, Ali Vefghi

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

ECOR: Explainable CLIP for Object Recognition

Ali Rasekh, Sepehr Kazemi Ranjbar, Milad Heidari, Wolfgang Nejdl

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

mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?

Tianze Hua, Tian Yun, Ellie Pavlick

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

Comments Accepted at Findings of NAACL 2024. Project Webpage: https://multilingual-othello.github.io/

Prompt Optimizer of Text-to-Image Diffusion Models for Abstract Concept Understanding

Zezhong Fan, Xiaohan Li, Chenhao Fang, Topojoy Biswas, Kaushiki Nag, Jianpeng Xu, Kannan Achan

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

Comments WWW 2024 Companion

Is English the New Programming Language? How About Pseudo-code Engineering?

Gian Alexandre Michaelsen, Renato P. dos Santos

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

Journal ref Acta Sci. (Canoas), 26(1), 157-204, Jan./Feb. 2024

SLPL SHROOM at SemEval2024 Task 06: A comprehensive study on models ability to detect hallucination

Pouya Fallah, Soroush Gooran, Mohammad Jafarinasab, Pouya Sadeghi, Reza Farnia, Amirreza Tarabkhah, Zainab Sadat Taghavi, Hossein Sameti

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

Visual Knowledge in the Big Model Era: Retrospect and Prospect

Wenguan Wang, Yi Yang, Yunhe Pan

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

Interpretable Detection of Out-of-Context Misinformation with Neural-Symbolic-Enhanced Large Multimodal Model

Yizhou Zhang, Loc Trinh, Defu Cao, Zijun Cui, Yan Liu

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

Comments 9 Pages, 3 Figures

A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation

Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Zijun Yao, Jing Zhang, Lei Hou, Juanzi Li

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

Comments Accepted by LREC-COLING 2024

ReCoRe: Regularized Contrastive Representation Learning of World Model

Rudra P. K. Poudel, Harit Pandya, Stephan Liwicki, Roberto Cipolla

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

Comments Accepted at CVPR 2024. arXiv admin note: text overlap with arXiv:2209.14932

LangNav: Language as a Perceptual Representation for Navigation

Bowen Pan, Rameswar Panda, SouYoung Jin, Rogerio Feris, Aude Oliva, Phillip Isola, Yoon Kim

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

Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning

Siteng Huang, Biao Gong, Yutong Feng, Min Zhang, Yiliang Lv, Donglin Wang

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

Comments CVPR 2024