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domain adaptation

4595 papers

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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

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
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer CVPR 2024
Generalizable Face Landmarking Guided by Conditional Face Warping CVPR 2024
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization NAACL 2024
EcoSpeak: Cost-Efficient Bias Mitigation for Partially Cross-Lingual Speaker Verification NAACL 2024
T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data NAACL 2024
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings NAACL 2024
Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries NAACL 2024
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling AAAI 2024