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Domain Adaptation

8656 directly classified papers

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Papers

AmazonQA: A Review-Based Question Answering Task IJCAI 2019
Flare in Interference-Based Hyperspectral Cameras ICCV 2019
Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation ICML 2019
Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus NAACL 2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019
Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate NAACL 2019
Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation EMNLP 2019
A System for Diacritizing Four Varieties of Arabic EMNLP 2019
AffectiveTweets: a Weka Package for Analyzing Affect in Tweets JMLR 2019
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction MLHC 2019
Improving Domain Adaptation Translation with Domain Invariant and Specific Information NAACL 2019
Sentence Embedding Alignment for Lifelong Relation Extraction NAACL 2019
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation ALT 2019
Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations ALT 2019
A Large-Scale Comparison of Historical Text Normalization Systems NAACL 2019
Choosing Transfer Languages for Cross-Lingual Learning ACL 2019
Machine Translation for Machines: the Sentiment Classification Use Case EMNLP 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization CVPR 2019
Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation INTERSPEECH 2019
A Distillation Approach to Data Efficient Individual Treatment Effect Estimation AAAI 2019
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection INTERSPEECH 2019
Reranking for Neural Semantic Parsing ACL 2019
Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019
Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning NIPS 2019
Moment Matching for Multi-Source Domain Adaptation ICCV 2019