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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

An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data AAAI 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction AAAI 2023
Privacy-Preserving Domain Adaptation of Semantic Parsers ACL 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ACL 2023
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023
DarkBERT: A Language Model for the Dark Side of the Internet ACL 2023
S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023
MAD-TSC: A Multilingual Aligned News Dataset for Target-dependent Sentiment Classification ACL 2023
TAVT: Towards Transferable Audio-Visual Text Generation ACL 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains ACL 2023
Clemson NLP at SemEval-2023 Task 7: Applying GatorTron to Multi-Evidence Clinical NLI ACL 2023
Characterizing and Measuring Linguistic Dataset Drift ACL 2023
What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric ACL 2023
Weakly supervised hierarchical multi-task classification of customer questions ACL 2023
A Robust Information-Masking Approach for Domain Counterfactual Generation ACL 2023
SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023
NCUEE-NLP at BioLaySumm Task 2: Readability-Controlled Summarization of Biomedical Articles Using the PRIMERA Models ACL 2023
Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models’ Memories ACL 2023
Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ACL 2023
Improving the Detection of Multilingual Online Attacks with Rich Social Media Data from Singapore ACL 2023
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media ACL 2023
NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers ACL 2023
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation ACL 2023