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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025
Modeling Chinese L2 Writing Development: The LLM-Surprisal Perspective NAACL 2025
AI Writing Assistants in Tanzanian Universities: Adoption Trends, Challenges, and Opportunities NAACL 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. 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
Beyond Simple Edits: Composed Video Retrieval with Dense Modifications ICCV 2025
Towards a Social Media-based Disease Surveillance System for Early Detection of Influenza-like Illnesses: A Twitter Case Study in Wales NAACL 2025
Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025
Removing Prompt-template Bias in Reinforcement Learning from Human Feedback ACL 2025
Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble ACL 2025
CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025
Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025
Catching Stray Balls: Football, fandom, and the impact on digital discourse ACL 2025
Typology-Guided Adaptation in Multilingual Models ACL 2025
AlexUNLP-NB at SemEval-2025 Task 1: A Pipeline for Idiom Disambiguation and Visual Representation SEMEVAL 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025
MatAnyone: Stable Video Matting with Consistent Memory Propagation CVPR 2025
When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SEMEVAL 2025
When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025
HSI: A Holistic Style Injector for Arbitrary Style Transfer CVPR 2025
REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization AAAI 2025