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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

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
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ACL 2023
Deeply Coupled Cross-Modal Prompt Learning ACL 2023
Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation ACL 2023
Labels are not necessary: Assessing peer-review helpfulness using domain adaptation based on self-training ACL 2023
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023
Domain-specific transformer models for query translation ACL 2023
CoSiNES: Contrastive Siamese Network for Entity Standardization ACL 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023
Learning to Generalize for Cross-domain QA ACL 2023
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023
Decouple knowledge from paramters for plug-and-play language modeling ACL 2023
AliBERT: A Pre-trained Language Model for French Biomedical Text ACL 2023
Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023