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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

The SPECTRANS System Description for the WMT22 Biomedical Task EMNLP 2022
Examining Large Pre-Trained Language Models for Machine Translation: What You Don’t Know about It EMNLP 2022
Optum’s Submission to WMT22 Biomedical Translation Tasks EMNLP 2022
Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022
HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations IJCAI 2022
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation ACL 2022
Can Explanations Be Useful for Calibrating Black Box Models? ACL 2022
Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation ACL 2022
Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data ACL 2022
Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots ICML 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring ICML 2022
HuaAMS at SemEval-2022 Task 8: Combining Translation and Domain Pre-training for Cross-lingual News Article Similarity NAACL 2022
Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022
Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese NAACL 2022
Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing NAACL 2022
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ACL 2022
Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022
A Label-Aware Autoregressive Framework for Cross-Domain NER NAACL 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model ICML 2022
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data ACL 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022