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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

Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation EMNLP 2020
Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task EMNLP 2020
Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020
Scalable and Generalizable Social Bot Detection through Data Selection AAAI 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media EMNLP 2020
Time-Consistent Self-Supervision for Semi-Supervised Learning ICML 2020
Optimizing Data Usage via Differentiable Rewards ICML 2020
Monolingual Data Selection Analysis for English-Mandarin Hybrid Code-Switching Speech Recognition INTERSPEECH 2020
Unsupervised Domain Clusters in Pretrained Language Models ACL 2020
Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models AAAI 2020
DFKI-NMT Submission to the WMT19 News Translation Task ACL 2019
Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision CVPR 2019
Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding EMNLP 2019
Selection and Training Schemes for Improving TTS Voice Built on Found Data INTERSPEECH 2019
Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition INTERSPEECH 2019
Learning and Data Selection in Big Datasets ICML 2019
Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition INTERSPEECH 2019
Acoustic Model Bootstrapping Using Semi-Supervised Learning INTERSPEECH 2019
Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation ACL 2019
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation ACL 2019
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation ACL 2019
The University of Edinburgh’s Submissions to the WMT18 News Translation Task EMNLP 2018
Translation of Biomedical Documents with Focus on Spanish-English EMNLP 2018
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2018 EMNLP 2018