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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole NAACL 2025
Caption Generation in Cultural Heritage: Crowdsourced Data and Tuning Multimodal Large Language Models NAACL 2025
Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025
KEC_AI_BRIGHTRED@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages NAACL 2025
Analyzing and generating English phrases with finite-state methods to match and translate inflected Plains Cree word-forms NAACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025
MiLiC-Eval: Benchmarking Multilingual LLMs for China’s Minority Languages ACL 2025
Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025
Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions ACL 2025
Rumor Detection on Social Media with Temporal Propagation Structure Optimization COLING 2025
Towards Conditioning Clinical Text Generation for User Control ACL 2025
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models ACL 2025
Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning ACL 2025
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing ACL 2025
DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation COLING 2025
Cross Domain Classification of Education Talk Turns COLING 2025
Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025
Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025
FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025
CodeV: Issue Resolving with Visual Data ACL 2025
Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025
Multi-perspective Alignment for Increasing Naturalness in Neural Machine Translation ACL 2025
Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025
CEAES: Bidirectional Reinforcement Learning Optimization for Consistent and Explainable Essay Assessment ACL 2025