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domain adaptation

4595 papers

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Also known as

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

Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023
Subset Retrieval Nearest Neighbor Machine Translation ACL 2023
Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection ACL 2023
Mitigating Label Biases for In-context Learning ACL 2023
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering ACL 2023
From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding ACL 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications ACL 2023
In-context Examples Selection for Machine Translation ACL 2023
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts ACL 2023
iREL at SemEval-2023 Task 10: Multi-level Training for Explainable Detection of Online Sexism ACL 2023
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ACL 2023
Soft Alignment Objectives for Robust Adaptation of Language Generation ACL 2023
Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution ACL 2023
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering ACL 2023
Towards Flow Graph Prediction of Open-Domain Procedural Texts ACL 2023
Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data ACL 2023
The Diminishing Returns of Masked Language Models to Science ACL 2023
Simple and Effective Unsupervised Speech Translation ACL 2023
Text-To-KG Alignment: Comparing Current Methods on Classification Tasks ACL 2023
Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection ACL 2023
KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce ACL 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling ACL 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023