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

M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024

IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning ACL 2024

Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ACL 2024

Depth Anything V2 NIPS 2024

Pre-training data selection for biomedical domain adaptation using journal impact metrics ACL 2024

Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition ACL 2024

Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024

Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024

SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis ACL 2024

Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating ACL 2024

ELiRF-VRAIN at BioLaySumm: Boosting Lay Summarization Systems Performance with Ranking Models ACL 2024

Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024

WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark NIPS 2024

Making Sentence Embeddings Robust to User-Generated Content COLING 2024

Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024

NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data ACL 2024

DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract) AAAI 2024

Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024

SingularTrajectory: Universal Trajectory Predictor Using Diffusion Model CVPR 2024

Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio INTERSPEECH 2024

Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? ACL 2024

Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning CVPR 2024

Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024

Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024

DictDis: Dictionary Constrained Disambiguation for Improved NMT EMNLP 2024