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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

Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models EMNLP 2023
Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023
On the Transferability of Visually Grounded PCFGs EMNLP 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023
Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
Difference-Masking: Choosing What to Mask in Continued Pretraining EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023
Contrastive Pre-training for Personalized Expert Finding EMNLP 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023
SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data EMNLP 2023
SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
Biomedical Parallel Sentence Retrieval Using Large Language Models EMNLP 2023
The Path to Continuous Domain Adaptation Improvements by HW-TSC for the WMT23 Biomedical Translation Shared Task EMNLP 2023
Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification WACV 2023
Differentiable and Transportable Structure Learning ICML 2023
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling CVPR 2023