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Domain Adaptation

8,656 papers

Papers per year

Papers

Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020
The TALP-UPC System Description for WMT20 News Translation Task: Multilingual Adaptation for Low Resource MT EMNLP 2020
The University of Edinburgh’s submission to the German-to-English and English-to-German Tracks in the WMT 2020 News Translation and Zero-shot Translation Robustness Tasks EMNLP 2020
Contact Relatedness can help improve multilingual NMT: Microsoft STCI-MT @ WMT20 EMNLP 2020
The Ubiqus English-Inuktitut System for WMT20 EMNLP 2020
The IPN-CIC team system submission for the WMT 2020 similar language task EMNLP 2020
A Study of Residual Adapters for Multi-Domain Neural Machine Translation EMNLP 2020
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages EMNLP 2020
LIMSI @ WMT 2020 EMNLP 2020
FJWU participation for the WMT20 Biomedical Translation Task EMNLP 2020
Huawei’s Submissions to the WMT20 Biomedical Translation Task EMNLP 2020
Ixamed’s submission description for WMT20 Biomedical shared task: benefits and limitations of using terminologies for domain adaptation EMNLP 2020
Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning EMNLP 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions EMNLP 2020
BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task EMNLP 2020
NICT Kyoto Submission for the WMT’20 Quality Estimation Task: Intermediate Training for Domain and Task Adaptation EMNLP 2020
NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets EMNLP 2020
SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain EMNLP 2020
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation ICML 2020
Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift ICML 2020
Angular Visual Hardness ICML 2020
Automated Synthetic-to-Real Generalization ICML 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information ICML 2020
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations ICML 2020
Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction ICML 2020