siamese-nn-semantic-text-similarity and siamese-nn-sts

About siamese-nn-semantic-text-similarity

shahrukhx01/siamese-nn-semantic-text-similarity

A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.

This is a tool for developers who build applications that need to understand how similar two pieces of text are. It takes in pairs of text (like sentences or short paragraphs) and outputs a similarity score, which can be used for tasks like identifying duplicate content or improving search results. A machine learning engineer or data scientist would use this to implement and experiment with different text similarity models.

About siamese-nn-sts

sambitbhaumik/siamese-nn-sts

Project files contain PyTorch implementations for Siamese BiLSTM models for Semantic Text Similarity task on the SICK Dataset using FastText embeddings. Also contains Siamese BiLSTM-Transformer Encoder and SBERT fine-tuning implementations on the STS Data tasks.