data filtering

World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024 A Fast Method to Filter Noisy Parallel Data WMT2023 Shared Task on Parallel Data Curation EMNLP 2023 A Sentence Alignment Approach to Document Alignment and Multi-faceted Filtering for Curating Parallel Sentence Pairs from Web-crawled Data EMNLP 2023 CNVid-3.5M: Build, Filter, and Pre-Train the Large-Scale Public Chinese Video-Text Dataset CVPR 2023 DataComp: In search of the next generation of multimodal datasets NeurIPS 2023 Efficient NLP Model Finetuning via Multistage Data Filtering IJCAI 2023 Improving multimodal datasets with image captioning NeurIPS 2023 Investigating Techniques for a Deeper Understanding of Neural Machine Translation (NMT) Systems through Data Filtering and Fine-tuning Strategies EMNLP 2023 OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents NeurIPS 2023 Probabilistic Robustness for Data Filtering EACL 2023 RankAug: Augmented data ranking for text classification EMNLP 2023 The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data Only NeurIPS 2023 There’s No Data like Better Data: Using QE Metrics for MT Data Filtering EMNLP 2023 TRIAGE: Characterizing and auditing training data for improved regression NeurIPS 2023 Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022 BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022 Detecting Various Types of Noise for Neural Machine Translation ACL 2022 Efficient yet Competitive Speech Translation: FBK@IWSLT2022 ACL 2022 eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022 Evaluating Corpus Cleanup Methods in the WMT’22 News Translation Task EMNLP 2022 Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022 Improving Specificity in Review Response Generation with Data-Driven Data Filtering ACL 2022 No Domain Left behind EMNLP 2022 Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NeurIPS 2022 Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages EMNLP 2022