Demo
https://huggingface.co./spaces/gomgomcode/patent_roberta_simcse_demo
Model
https://huggingface.co./gomgomcode/material_patent_roberta_simcse
- 36๋ง์ฌ๊ฑด ํนํ๋ฐ์ดํฐ ๋ณธ๋ฌธ ์ ์ฒ๋ฆฌ ํ basemodel ํ์ต(using roberta) (https://arxiv.org/abs/1907.11692)
- sentence embedding model ํ์ต (using SimCSE) (https://arxiv.org/abs/2104.08821)
- ์ ๋ชฉ, ๋ณธ๋ฌธ, ์์ฝ๋ฐ์ดํฐ ํ์ฉํ์ฌ semi-supervised learning ์งํ
Service
- ํนํ๋ฐ์ดํฐ๋ฒ ์ด์ค ์ฌ์ embedding
- faiss index ์์ฑ
- ๊ฒ์์ด ์๋ฒ ๋ฉ ํ faiss index ํ์ฉ L2 distance ์์ top_k ๊ฒฐ๊ณผ ์ถ๋ ฅ
- Downloads last month
- 0