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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

Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022
Cross-corpora experiments of automatic proficiency assessment and error detection for spoken English NAACL 2022
Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network ACL 2022
Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022
The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022
Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error ACL 2022
Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task ACL 2022
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022
Polite Task-oriented Dialog Agents: To Generate or to Rewrite? ACL 2022
OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework ACL 2022
Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022
Translate-Train Embracing Translationese Artifacts ACL 2022
XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract) AAAI 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022
Challenges to Open-Domain Constituency Parsing ACL 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model ACL 2022
Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks INTERSPEECH 2022
Formant Estimation and Tracking using Probabilistic Heat-Maps INTERSPEECH 2022