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Domain Adaptation

8,656 papers

Papers per year

Papers

Data Augmentation for Cross-Domain Named Entity Recognition EMNLP 2021
Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021
PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition EMNLP 2021
Comparing Text Representations: A Theory-Driven Approach EMNLP 2021
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021
Rule-based Morphological Inflection Improves Neural Terminology Translation EMNLP 2021
Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021
Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning EMNLP 2021
Simple Entity-Centric Questions Challenge Dense Retrievers EMNLP 2021
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021
Levenshtein Training for Word-level Quality Estimation EMNLP 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech EMNLP 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks EMNLP 2021
Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification EMNLP 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021
Improving Multilingual Translation by Representation and Gradient Regularization EMNLP 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples EMNLP 2021
#HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021
A Bag of Tricks for Dialogue Summarization EMNLP 2021
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation EMNLP 2021
Discrete and Soft Prompting for Multilingual Models EMNLP 2021
Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs EMNLP 2021
Cross-Domain Label-Adaptive Stance Detection EMNLP 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning EMNLP 2021