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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Selecting NLP Techniques to Evaluate Learning Design Objectives in Collaborative Multi-perspective Elaboration Activities ACL 2018
Document-Level Adaptation for Neural Machine Translation ACL 2018
Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation ACL 2018
Findings of the Second Workshop on Neural Machine Translation and Generation ACL 2018
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription INTERSPEECH 2018
Speaker and Language Recognition -- From Laboratory Technologies to the Wild INTERSPEECH 2018
Named-Entity Tagging and Domain adaptation for Better Customized Translation ACL 2018
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts ACL 2018
Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018
Cross-Domain Sentiment Classification with Target Domain Specific Information ACL 2018
Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018
Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ACL 2018
Recurrent Transformer Networks for Semantic Correspondence NIPS 2018
Temporal Hallucinating for Action Recognition With Few Still Images CVPR 2018
Mental Health Computing via Harvesting Social Media Data IJCAI 2018
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation EMNLP 2018
Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods EMNLP 2018
Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data EMNLP 2018
Extended and Enhanced Polish Dependency Bank in Universal Dependencies Format EMNLP 2018
Robust Word Vectors: Context-Informed Embeddings for Noisy Texts EMNLP 2018
The RWTH Aachen University Filtering System for the WMT 2018 Parallel Corpus Filtering Task EMNLP 2018
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance EMNLP 2018
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation CVPR 2018