semantic-text-similarity

There are 0 repository under semantic-text-similarity topic.

JohnGiorgi / DeCLUTR
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
contrastive-learning natural-language-processing allennlp pytorch transformers representation-learning sentence-embeddings sentence-similarity semantic-search semantic-text-similarity metric-learning self-supervised-learning
Language:Python 380
pauhidalgoo / word-embeddings
Word embeddings are very useful representations of words that can represent semantic information. This project trains some Word2Vec embeddings, uses RoBERTa (and other embeddings) for semantic text similarity and also does text classifcation
nlp roberta text-classification word2vec semantic-text-similarity
Language:Jupyter Notebook 2
AnaghaVinayakKamat / Embeddings_based_STS_using_LIME_XAI
Obtaining semantic text similarity using advanced Sentence Transformers. Inducing LIME Explainable AI to provide clear visual insights into model predictions and identifying ambiguity errors.
ai cosine-similarity explainability explainable-ai lime machine-learning nlp nlp-machine-learning semantic-text-similarity sts xai
Language:Jupyter Notebook 1

JohnGiorgi / DeCLUTR