← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025
Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training AAAI 2025
CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era ACL 2025
Adapting Large Language Models for Character-based Augmentative and Alternative Communication EMNLP 2025
Towards a Social Media-based Disease Surveillance System for Early Detection of Influenza-like Illnesses: A Twitter Case Study in Wales NAACL 2025
Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025
Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025
Preserving Cultural Identity with Context-Aware Translation Through Multi-Agent AI Systems NAACL 2025
Beyond Cairo: Sa’idi Egyptian Arabic Literary Corpus Construction and Analysis NAACL 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025
AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025
AI Writing Assistants in Tanzanian Universities: Adoption Trends, Challenges, and Opportunities NAACL 2025
Modeling Chinese L2 Writing Development: The LLM-Surprisal Perspective NAACL 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025
Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval COLING 2025
Test-Time Training on Video Streams JMLR 2025
VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025
Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025
Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025
ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation JMLR 2025
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs IJCNLP 2025