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Domain Adaptation

8,656 papers

Papers per year

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44
726
1387
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Papers

GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022
Federated Learning with Noisy User Feedback NAACL 2022
Multi-Domain Targeted Sentiment Analysis NAACL 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022
Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture NAACL 2022
Constraining word alignments with posterior regularization for label transfer NAACL 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking NAACL 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
Literature-Augmented Clinical Outcome Prediction NAACL 2022
Harmless Transfer Learning for Item Embeddings NAACL 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022
”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer NAACL 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training NAACL 2022
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems NAACL 2022
Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022