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data pipeline

14 papers

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large language model (4) automatic speech recognition (3) low-resource language (2) deep learning (2) air quality prediction (1) multi-head self-attention (1) multi-head attention (1) long-context training (1) data curation (1) data filtering (1)

Papers

Teaching the Old Dog New Tricks: Building Efficient Data Pipelines for Large-Scale LLM Pre-Training (Operational Systems) OSDI 2026 UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched Edits CVPR 2026 Vietnamese Automatic Speech Recognition: A Revisit EACL 2026 Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models NAACL 2025 LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025 Scaling Long Context Training Data by Long-Distance Referrals ICLR 2025 Towards Unified Processing of Perso-Arabic Scripts for ASR COLING 2025 UrbanDataLayer: A Unified Data Pipeline for Urban Science NeurIPS 2024 ASR pipeline for low-resourced languages: A case study on Pomak EACL 2023 Scaling Up Models and Data with t5x and seqio JMLR 2023 stopes - Modular Machine Translation Pipelines EMNLP 2022 An Overview of Fairness in Data – Illuminating the Bias in Data Pipeline EACL 2021 Detect Profane Language in Streaming Services to Protect Young Audiences ACL 2021 Reference-based Weak Supervision for Answer Sentence Selection using Web Data EMNLP 2021