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Domain Adaptation

8656 directly classified papers

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Papers

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025
Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025
Sign2Vis: Automated Data Visualization from Sign Language ACL 2025
Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025
Variety delights (sometimes) - Annotation differences in morphologically annotated corpora ACL 2025
Removal of Hallucination on Hallucination: Debate-Augmented RAG ACL 2025
Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis ICCV 2025
Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
Mixture of Small and Large Models for Chinese Spelling Check ACL 2025
Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025
RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations AAAI 2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025
Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025
Perspective-Invariant 3D Object Detection ICCV 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model AAAI 2025
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ACL 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025