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Domain Adaptation

8656 directly classified papers

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Papers

Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token purging ICCV 2025
Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025
Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble ACL 2025
Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment AAAI 2025
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025
Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025
Typology-Guided Adaptation in Multilingual Models ACL 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025
Towards compact and efficient Slovak summarization models ACL 2025
Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ACL 2025
RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking ACL 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025
Multimodal Invariant Sentiment Representation Learning ACL 2025
SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025
Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025
Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025
COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content ACL 2025
Semi-supervised Deep Transfer for Regression without Domain Alignment ICCV 2025