data selection

Skill-it! A data-driven skills framework for understanding and training language models NeurIPS 2023 TiDAL: Learning Training Dynamics for Active Learning ICCV 2023 Towards Free Data Selection with General-Purpose Models NeurIPS 2023 Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition Interspeech 2023 Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022 Data Selection Curriculum for Neural Machine Translation EMNLP 2022 Dataset Pruning for Resource-constrained Spoofed Audio Detection Interspeech 2022 ”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer NAACL 2022 Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022 eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022 Feeding What You Need by Understanding What You Learned ACL 2022 HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022 HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022 Improved Fine-Tuning by Better Leveraging Pre-Training Data NeurIPS 2022 Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning AAAI 2022 Learning to Detect Noisy Labels Using Model-Based Features EMNLP 2022 Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning NAACL 2022 No Domain Left behind EMNLP 2022 NT5 at WMT 2022 General Translation Task EMNLP 2022 Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt ICML 2022 Rakuten’s Participation in WAT 2022: Parallel Dataset Filtering by Leveraging Vocabulary Heterogeneity COLING 2022 Reducing Domain mismatch in Self-supervised speech pre-training Interspeech 2022 Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition Interspeech 2022 Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022 The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022