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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

CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification ICML 2023
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing AAAI 2023
FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023
“Nothing Abnormal”: Disambiguating Medical Reports via Contrastive Knowledge Infusion AAAI 2023
AntContentTech at SemEval-2023 Task 6: Domain-adaptive Pretraining and Auxiliary-task Learning for Understanding Indian Legal Texts SEMEVAL 2023
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection SEMEVAL 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning AAAI 2023
Imbalanced Label Distribution Learning AAAI 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation NIPS 2023
Continually Improving Extractive QA via Human Feedback EMNLP 2023
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023
Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection EMNLP 2023
AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR EMNLP 2023
Relevance-assisted Generation for Robust Zero-shot Retrieval EMNLP 2023
HW-TSC’s Submissions to the WMT23 Discourse-Level Literary Translation Shared Task EMNLP 2023
Aristoxenus at SemEval-2023 Task 4: A Domain-Adapted Ensemble Approach to the Identification of Human Values behind Arguments ACL 2023
MELODI at SemEval-2023 Task 3: In-domain Pre-training for Low-resource Classification of News Articles ACL 2023
Synthetic-to-Real Pose Estimation with Geometric Reconstruction NIPS 2023
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023
ReContrast: Domain-Specific Anomaly Detection via Contrastive Reconstruction NIPS 2023
Domain Adaptive Imitation Learning with Visual Observation NIPS 2023
TADA : Task Agnostic Dialect Adapters for English ACL 2023
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks ACL 2023
IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval NIPS 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation NIPS 2023