2 papers
cs.LG2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models
Miguel Romero, Shuoyang Ding, Corey D. Barret +2
Dense embeddings are fundamental to modern machine learning systems, powering Retrieval-Augmented Generation (RAG), information retrieval, and representation learning. While instru…
cs.CL2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains
Vilém Zouhar, Shuoyang Ding, Anna Currey +3
We introduce a new, extensive multidimensional quality metrics (MQM) annotated dataset covering 11 language pairs in the biomedical domain. We use this dataset to investigate wheth…