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Domain Adaptation

8656 directly classified papers

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Papers

NUST Nova at RIRAG 2025: A Hybrid Framework for Regulatory Information Retrieval and Question Answering COLING 2025
User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025
CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition ACL 2025
RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ACL 2025
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection ACL 2025
QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings ACL 2025
Tulun: Transparent and Adaptable Low-resource Machine Translation ACL 2025
Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval ACL 2025
LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ACL 2025
Limited-Resource Adapters Are Regularizers, Not Linguists ACL 2025
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025
Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ACL 2025
Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling ACL 2025
A Survey on Foundation Language Models for Single-cell Biology ACL 2025
RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation AAAI 2025
Domain-Informed Label Fusion Surpasses LLMs in Free-Living Activity Classification (Student Abstract) AAAI 2025
DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025
Anchor Learning with Potential Cluster Constraints for Multi-view Clustering AAAI 2025
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025
Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025
Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025
Common Sense Bias Modeling for Classification Tasks AAAI 2025
Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025
Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025