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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

Zero-Shot End-To-End Spoken Question Answering In Medical Domain INTERSPEECH 2024
Variable Segment Length and Domain-Adapted Feature Optimization for Speaker Diarization INTERSPEECH 2024
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024
Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ACL 2024
DECM: Evaluating Bilingual ASR Performance on a Code-switching/mixing Benchmark COLING 2024
PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction AAAI 2024
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization EMNLP 2024
L3Masking: Multi-task Fine-tuning for Language Models by Leveraging Lessons Learned from Vanilla Models EMNLP 2024
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis EMNLP 2024
Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024
Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System Design INTERSPEECH 2024
Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024
Weakly Supervised Open-Vocabulary Object Detection AAAI 2024
SA²VP: Spatially Aligned-and-Adapted Visual Prompt AAAI 2024
Chamain: Harmonizing Character Persona Integrity with Domain-Adaptive Knowledge in Dialogue Generation ACL 2024
Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ACL 2024
ViHateT5: Enhancing Hate Speech Detection in Vietnamese With a Unified Text-to-Text Transformer Model ACL 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024
Divide and Conquer: Hybrid Pre-training for Person Search AAAI 2024
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NIPS 2024
Multi-Lingual ESG Impact Duration Inference COLING 2024