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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification IJCNLP 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays IJCNLP 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature IJCNLP 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification INTERSPEECH 2022
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification INTERSPEECH 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
Schema Encoding for Transferable Dialogue State Tracking COLING 2022
A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022
Conversational QA Dataset Generation with Answer Revision COLING 2022
Domain Adaptation for Question Answering via Question Classification COLING 2022
Domain-Specific NER via Retrieving Correlated Samples COLING 2022
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022
A Two Stage Adaptation Framework for Frame Detection via Prompt Learning COLING 2022
Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection COLING 2022
CASIA@SMM4H’22: A Uniform Health Information Mining System for Multilingual Social Media Texts COLING 2022
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2022
Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning INTERSPEECH 2022
Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification NAACL 2022
Cross-Domain Detection of GPT-2-Generated Technical Text NAACL 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022