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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

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
Training Mixed-Domain Translation Models via Federated Learning NAACL 2022
Multi-Domain Targeted Sentiment Analysis NAACL 2022
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition NAACL 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction 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
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022
Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT NAACL 2022
Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022
MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022