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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

A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents ACL 2021
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021
Improved Handling of Motion Blur in Online Object Detection CVPR 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation ICCV 2021
A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks NAACL 2021
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak AAAI 2021
Augmented Experiment in Material Engineering Using Machine Learning AAAI 2021
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search AAAI 2021
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021
Data and Model Distillation as a Solution for Domain-transferable Fact Verification NAACL 2021
Unsupervised Model Adaptation for Continual Semantic Segmentation AAAI 2021
“Hold on honey, men at work”: A semi-supervised approach to detecting sexism in sitcoms ACL 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling ACL 2021
Cross-Domain Recommendation: Challenges, Progress, and Prospects IJCAI 2021
Mandoline: Model Evaluation under Distribution Shift ICML 2021
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation CVPR 2021
ST3D: Self-Training for Unsupervised Domain Adaptation on 3D Object Detection CVPR 2021
ICT’s System for AutoSimTrans 2021: Robust Char-Level Simultaneous Translation NAACL 2021
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation ACL 2021
Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task EMNLP 2021
Automatic Construction of Enterprise Knowledge Base EMNLP 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021