trhgquan / sbert-sentence-similarity

Sentence Similarity with SBERT - MTH020

Sentence Similarity with SBERT

Advanced Natural Language Processing - MTH020.

VNUHCM - University of Science, Summer 2022.

Introduction

Abstract

Based on the original paper[1] about Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks, we created a demo application calculating the similarity score between two English sentences, using Cosine Similarity and all-MiniLM-L6-v2[2] pre-trained SBERT model.

References

• [1] Reimers, Nils & Gurevych, Iryna. (2019). Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. 3973-3983. 10.18653/v1/D19-1410.
• [2] https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2

Installation

Visit INSTALL for a detailed installation guide.

LICENSE

This project is licensed under the terms of The GNU GPL v3.0