data filtering

ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams CVPR 2025 Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025 SAE-V: Interpreting Multimodal Models for Enhanced Alignment ICML 2025 Scale Efficient Training for Large Datasets CVPR 2025 That doesn’t sound right: Evaluating speech transcription quality in field linguistics corpora ACL 2025 Whilter: A Whisper-based Data Filter for "In-the-Wild" Speech Corpora Using Utterance-level Multi-Task Classification Interspeech 2025 AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024 Achieving Human Parity in Content-Grounded Datasets Generation ICLR 2024 AlpaGasus: Training a Better Alpaca with Fewer Data ICLR 2024 Automatic Quality Estimation for Data Selection and Curriculum Learning CoNLL 2024 Cogs in a Machine, Doing What They’re Meant to Do – the AMI Submission to the WMT24 General Translation Task EMNLP 2024 Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning ICML 2024 DataComp-LM: In search of the next generation of training sets for language models NeurIPS 2024 Data Filtering Networks ICLR 2024 MTNLP-IIITH: Machine Translation for Low-Resource Indic Languages EMNLP 2024 No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models NeurIPS 2024 Oasis: Data Curation and Assessment System for Pretraining of Large Language Models IJCAI 2024 On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models Interspeech 2024 Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes EMNLP 2024 Robust ASR Error Correction with Conservative Data Filtering EMNLP 2024 Robustness of Fine-Tuned Models for Machine Translation with Varying Noise Levels: Insights for Asturian, Aragonese and Aranese EMNLP 2024 Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic CVPR 2024 Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024 T-MARS: Improving Visual Representations by Circumventing Text Feature Learning ICLR 2024 Vicomtech@WMT 2024: Shared Task on Translation into Low-Resource Languages of Spain EMNLP 2024