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Domain Adaptation

8,656 papers

Papers per year

Papers

A Study of Morphological Robustness of Neural Machine Translation ACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages ACL 2021
Multi-Level Gazetteer-Free Geocoding ACL 2021
Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains ACL 2021
Samsung R&D Institute Poland submission to WAT 2021 Indic Language Multilingual Task ACL 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ACL 2021
Findings of the WOAH 5 Shared Task on Fine Grained Hateful Memes Detection ACL 2021
Pedestrian Wind Factor Estimation in Complex Urban Environments ACML 2021
Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition ACML 2021
Domain Adaptive YOLO for One-Stage Cross-Domain Detection ACML 2021
Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series AISTATS 2021
A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021
Active Online Learning with Hidden Shifting Domains AISTATS 2021
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021
Designing Transportable Experiments Under S-admissability AISTATS 2021
Evaluating Model Robustness and Stability to Dataset Shift AISTATS 2021
Improving Adversarial Robustness via Unlabeled Out-of-Domain Data AISTATS 2021
Improving Classifier Confidence using Lossy Label-Invariant Transformations AISTATS 2021
Efficient Learning with Arbitrary Covariate Shift ALT 2021
Outlier-Robust Learning of Ising Models Under Dobrushin’s Condition COLT 2021
Learning with invariances in random features and kernel models COLT 2021
Explainable Natural Language to Bash Translation using Abstract Syntax Tree CONLL 2021
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline CONLL 2021
Grammatical Profiling for Semantic Change Detection CONLL 2021
The Influence of Regional Pronunciation Variation on Children’s Spelling and the Potential Benefits of Accent Adapted Spellcheckers CONLL 2021