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domain adaptation

4595 papers

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Also known as

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

Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022
Q-TOD: A Query-driven Task-oriented Dialogue System EMNLP 2022
Multimodal Robustness for Neural Machine Translation EMNLP 2022
Continual Training of Language Models for Few-Shot Learning EMNLP 2022
Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation EMNLP 2022
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models EMNLP 2022
Towards Cross-Domain Transferability of Text Generation Models for Legal Text EMNLP 2022
Legal Named Entity Recognition with Multi-Task Domain Adaptation EMNLP 2022
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022
Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022
Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022
Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? EMNLP 2022
Unbabel-IST at the WMT Chat Translation Shared Task EMNLP 2022
DD-TIG at SemEval-2022 Task 5: Investigating the Relationships Between Multimodal and Unimodal Information in Misogynous Memes Detection and Classification NAACL 2022
Graph Neural Networks for Adapting Off-the-shelf General Domain Language Models to Low-Resource Specialised Domains NAACL 2022
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction NAACL 2022
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems NAACL 2022
MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation EMNLP 2022
Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks INTERSPEECH 2022
Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments INTERSPEECH 2022
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition INTERSPEECH 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition INTERSPEECH 2022
Generative Language Models for Paragraph-Level Question Generation EMNLP 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022