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Domain Adaptation

8,656 papers

Papers per year

Papers

Can Neural Networks Automatically Score Essay Traits? ACL 2020
Comparative Analysis of Text Classification Approaches in Electronic Health Records ACL 2020
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes ACL 2020
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining ACL 2020
Context-Aware Sarcasm Detection Using BERT ACL 2020
Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data ACL 2020
Xiaomi’s Submissions for IWSLT 2020 Open Domain Translation Task ACL 2020
NAIST’s Machine Translation Systems for IWSLT 2020 Conversational Speech Translation Task ACL 2020
Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation ACL 2020
Expand and Filter: CUNI and LMU Systems for the WNGT 2020 Duolingo Shared Task ACL 2020
Improving Document-Level Neural Machine Translation with Domain Adaptation ACL 2020
Towards Understanding ASR Error Correction for Medical Conversations ACL 2020
Screenplay Quality Assessment: Can We Predict Who Gets Nominated? ACL 2020
Multi-Task Supervised Pretraining for Neural Domain Adaptation ACL 2020
A One-step Approach to Covariate Shift Adaptation ACML 2020
Inferring Continuous Treatment Doses from Historical Data via Model-Based Entropy-Regularized Reinforcement Learning ACML 2020
Learning Overlapping Representations for the Estimation of Individualized Treatment Effects AISTATS 2020
Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach AISTATS 2020
Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport AISTATS 2020
Simulator Calibration under Covariate Shift with Kernels AISTATS 2020
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation AISTATS 2020
Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis COLING 2020
A Representation Learning Approach to Animal Biodiversity Conservation COLING 2020
SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020
Arabizi Language Models for Sentiment Analysis COLING 2020