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aparnarajct's Projects

bert-cosine-sim icon bert-cosine-sim

Fine-tune BERT to generate sentence embedding for cosine similarity

debiasedbert4rec icon debiasedbert4rec

Pytorch implementation of the paper "Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers".

debiaswe icon debiaswe

Remove problematic gender bias from word embeddings.

gender-bias-bert icon gender-bias-bert

This repository holds the code for my master thesis entitles "The Association of Gender Bias with BERT - Measuring, Mitigating and Cross-lingual portability"

gsoc-sample icon gsoc-sample

Using malayalam word embeddings and training for integrating into api services for social media,text classification and other applications

indic-bert icon indic-bert

BERT-based Multilingual Model for Indian Languages

keyphrase-extraction-using-bert-as-a-sentence-embedder icon keyphrase-extraction-using-bert-as-a-sentence-embedder

Keyphrases are words or short phrases that best describe a given input text document. The project uses BERT as a sentence embedder to better understand the context in a given sentence. The project makes use of cosine similarity to find the similarity between the document embedding and phrase embedding and rank them accordingly.

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