LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations

Yile Wang, Zhanyu Shen, Hui Huang

Semantic text representation is a fundamental task in the field of natural language processing. Existing text embedding (e.g., SimCSE and LLM2Vec) have demonstrated excellent perfo…