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Academic · 약 1분

Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pretraining

arXiv:2602.19548v1 Announce Type: new Abstract: One of the first pre-processing steps for constructing web-scale LLM pretraining datasets involves extracting text from HTML. Despite the immense …

Jeffrey Li, Josh Gardner, Doug Kang, Fangping Shi, Karanjeet Singh, Chun-Liang Li, Herumb Shandilya, David Hall, Oncel Tuzel, Percy Liang, Ludwig Schmidt, Hadi Pour Ansari, Fartash Faghri

조회수 46회 02.25

Academic · 약 1분

Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework

arXiv:2602.19549v1 Announce Type: new Abstract: Visual Document Retrieval (VDR), which aims to retrieve relevant pages within vast corpora of visually-rich documents, is of significance in …

Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Jiahao Huo, Shuliang Liu, James Kwok, Xuming Hu

조회수 37회 02.25

Academic · 약 1분

Temporal-Aware Heterogeneous Graph Reasoning with Multi-View Fusion for Temporal Question Answering

arXiv:2602.19569v1 Announce Type: new Abstract: Question Answering over Temporal Knowledge Graphs (TKGQA) has attracted growing interest for handling time-sensitive queries. However, existing methods still struggle …

Wuzhenghong Wen, Bowen Zhou, Jinwen Huang, Xianjie Wu, Yuwei Sun, Su Pan, Liang Li, Jianting Liu

조회수 39회 02.25

Academic · 약 1분

DEEP: Docker-based Execution and Evaluation Platform

arXiv:2602.19583v1 Announce Type: new Abstract: Comparative evaluation of several systems is a recurrent task in researching. It is a key step before deciding which system …

Sergio G\'omez Gonz\'alez, Miguel Domingo, Francisco Casacuberta

조회수 35회 02.25

Academic · 약 1분

Eye-Tracking-while-Reading: A Living Survey of Datasets with Open Library Support

arXiv:2602.19598v1 Announce Type: new Abstract: Eye-tracking-while-reading corpora are a valuable resource for many different disciplines and use cases. Use cases range from studying the cognitive …

Deborah N. Jakobi, David R. Reich, Paul Prasse, Jana M. Hofmann, Lena S. Bolliger, Lena A. J\"ager

조회수 45회 02.25

Academic · 약 1분

Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning

arXiv:2602.19612v1 Announce Type: new Abstract: Machine Unlearning (MU) enables Large Language Models (LLMs) to remove unsafe or outdated information. However, existing work assumes that all …

Borisiuk Anna, Andrey Savchenko, Alexander Panchecko, Elena Tutubalina

조회수 44회 02.25

Academic · 약 1분

KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge

arXiv:2602.19643v1 Announce Type: new Abstract: Large Language Models (LLMs) possess a remarkable capacity to generate persuasive and intelligible language. However, coherence does not equate to …

Alex Robertson, Huizhi Liang, Mahbub Gani, Rohit Kumar, Srijith Rajamohan

조회수 39회 02.25

Academic · 약 1분

Revisiting the Seasonal Trend Decomposition for Enhanced Time Series Forecasting

arXiv:2602.18465v1 Announce Type: new Abstract: Time series forecasting presents significant challenges in real-world applications across various domains. Building upon the decomposition of the time series, …

Sanjeev Panta, Xu Yuan, Li Chen, Nian-Feng Tzeng

조회수 34회 02.25

Academic · 약 1분

Physiologically Informed Deep Learning: A Multi-Scale Framework for Next-Generation PBPK Modeling

arXiv:2602.18472v1 Announce Type: new Abstract: Physiologically Based Pharmacokinetic (PBPK) modeling is a cornerstone of model-informed drug development (MIDD), providing a mechanistic framework to predict drug …

Shunqi Liu, Han Qiu, Tong Wang

조회수 50회 02.25

Academic · 약 1분

Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series

arXiv:2602.18473v1 Announce Type: new Abstract: Accurate analysis of medical time series (MedTS) data, such as electroencephalography (EEG) and electrocardiography (ECG), plays a pivotal role in …

Guoqi Yu, Juncheng Wang, Chen Yang, Jing Qin, Angelica I. Aviles-Rivero, Shujun Wang

조회수 52회 02.25

Academic · 약 1분

Support Vector Data Description for Radar Target Detection

arXiv:2602.18486v1 Announce Type: new Abstract: Classical radar detection techniques rely on adaptive detectors that estimate the noise covariance matrix from target-free secondary data. While effective …

Jean Pinsolle, Yadang Alexis Rouzoumka, Chengfang Ren, Chist\`ele Morisseau, Jean-Philippe Ovarlez

조회수 41회 02.25

Academic · 약 1분

Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning

arXiv:2602.18493v1 Announce Type: new Abstract: Long-context LLMs and Retrieval-Augmented Generation (RAG) systems process information passively, deferring state tracking, contradiction resolution, and evidence aggregation to query …

Kehao Zhang, Shangtong Gui, Sheng Yang, Wei Chen, Yang Feng

조회수 35회 02.25

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