← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Semantic Locality-Aware Deformable Network for Clothing Segmentation IJCAI 2018
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text COLING 2018
Role of Regularization in the Prediction of Valence from Speech INTERSPEECH 2018
Fast Language Adaptation Using Phonological Information INTERSPEECH 2018
Addressing Low-Resource Scenarios with Character-aware Embeddings NAACL 2018
Learning Domain Representation for Multi-Domain Sentiment Classification NAACL 2018
Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy COLING 2018
Enhancing Cohesion and Coherence of Fake Text to Improve Believability for Deceiving Cyber Attackers COLING 2018
Scalable Wide and Deep Learning for Computer Assisted Coding NAACL 2018
Modeling Sparse Deviations for Compressed Sensing using Generative Models ICML 2018
K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning ICML 2018
Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation IJCAI 2018
Mittens: an Extension of GloVe for Learning Domain-Specialized Representations NAACL 2018
Learning from Chunk-based Feedback in Neural Machine Translation ACL 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data ICML 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation ICML 2018
Learning Semantic Representations for Unsupervised Domain Adaptation ICML 2018
Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators NAACL 2018
Learning Diachronic Analogies to Analyze Concept Change COLING 2018
An Attribute Enhanced Domain Adaptive Model for Cold-Start Spam Review Detection COLING 2018
Aspect Based Sentiment Analysis into the Wild EMNLP 2018
Effectiveness of Single-Channel BLSTM Enhancement for Language Identification INTERSPEECH 2018
Word-based Domain Adaptation for Neural Machine Translation EMNLP 2018
Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition INTERSPEECH 2018
Effectiveness of Speech Demodulation-Based Features for Replay Detection INTERSPEECH 2018