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data selection

221 papers

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Co-occurring keywords

domain adaptation (4595) neural machine translation (2310) large language model (13587) instruction tuning (838) language model (4599) transfer learning (5449) curriculum learning (633) active learning (1301) automatic speech recognition (1774) self-supervised learning (3777)

Papers

HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
NT5 at WMT 2022 General Translation Task EMNLP 2022
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition INTERSPEECH 2022
Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training NAACL 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
No Domain Left behind EMNLP 2022
”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer NAACL 2022
Rakuten’s Participation in WAT 2022: Parallel Dataset Filtering by Leveraging Vocabulary Heterogeneity COLING 2022
The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022
Dataset Pruning for Resource-constrained Spoofed Audio Detection INTERSPEECH 2022
Improved Fine-Tuning by Better Leveraging Pre-Training Data NIPS 2022
Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning NAACL 2022
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt ICML 2022
Unsupervised Data Selection via Discrete Speech Representation for ASR INTERSPEECH 2022
Learning to Detect Noisy Labels Using Model-Based Features EMNLP 2022
HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022
Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning AAAI 2022
Reducing Domain mismatch in Self-supervised speech pre-training INTERSPEECH 2022
Data Selection Curriculum for Neural Machine Translation EMNLP 2022
Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022
Feeding What You Need by Understanding What You Learned ACL 2022
Scalable Neural Data Server: A Data Recommender for Transfer Learning NIPS 2021
Overcoming Conflicting Data when Updating a Neural Semantic Parser EMNLP 2021