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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

Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts NAACL 2024
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER NAACL 2024
Pruning as a Domain-specific LLM Extractor NAACL 2024
Interpreting Answers to Yes-No Questions in Dialogues from Multiple Domains NAACL 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024
Tailoring Vaccine Messaging with Common-Ground Opinions NAACL 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval NAACL 2024
Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes NAACL 2024
Building A German Clinical Named Entity Recognition System without In-domain Training Data NAACL 2024
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain NAACL 2024
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering NAACL 2024
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation NAACL 2024
PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs NAACL 2024
What explains the success of cross-modal fine-tuning with ORCA? NAACL 2024
Can probing classifiers reveal the learning by contact center large language models?: No, it doesn’t! NAACL 2024
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather CVPR 2024
Unified Language-driven Zero-shot Domain Adaptation CVPR 2024
Multi-Space Alignments Towards Universal LiDAR Segmentation CVPR 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models AAAI 2024
Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments AAAI 2024
TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024
Fact Checking Beyond Training Set NAACL 2024
Source-Free Unsupervised Domain Adaptation for Question Answering via Prompt-Assisted Self-learning NAACL 2024
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parser NAACL 2024