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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Personalized Machine Translation: Preserving Original Author Traits EACL 2017
Parser Adaptation for Social Media by Integrating Normalization ACL 2017
Learning to select data for transfer learning with Bayesian Optimization EMNLP 2017
Instance Weighting for Neural Machine Translation Domain Adaptation EMNLP 2017
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017
Cross-lingual and cross-domain discourse segmentation of entire documents ACL 2017
Counterfactual Language Model Adaptation for Suggesting Phrases IJCNLP 2017
Learning multiple visual domains with residual adapters NIPS 2017
Adversarial Training for Cross-Domain Universal Dependency Parsing CONLL 2017
Neural Structural Correspondence Learning for Domain Adaptation CONLL 2017
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions IJCNLP 2017
On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017
Neural Domain Adaptation for Biomedical Question Answering CONLL 2017
Sentence Embedding for Neural Machine Translation Domain Adaptation ACL 2017
Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings ACL 2017
An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation ACL 2017
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search ACL 2017
NTU-1 at SemEval-2017 Task 12: Detection and classification of temporal events in clinical data with domain adaptation SEMEVAL 2017
On Multi-Domain Training and Adaptation of End-to-End RNN Acoustic Models for Distant Speech Recognition INTERSPEECH 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications ICML 2017
Practical Neural Machine Translation EACL 2017
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning INTERSPEECH 2017
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition INTERSPEECH 2017