Repository for the paper titled: "When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer"

Match celebrity users with their respective tweets by making use of Semantic Textual Similarity on over 900+ celebrity users' 2.5 million+ scraped tweets utilizing SBERT, streamlit, tweepy and FastAPI

Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models

Code and data for the EMNLP 2020 paper: "Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank"

In this project, we compared Spanish BERT and Multilingual BERT in the Sentiment Analysis task.

Zero-shot and Translation Experiments on XQuAD, MLQA and TyDiQA

This repository contains a number of experiments with Multi Lingual Transformer models (Multi-Lingual BERT, DistilBERT, XLM-RoBERTa, mT5 and ByT5) focussed on the Dutch language.

This work was done as part of Kaggle InClass competition hosted by Sharechat. We had to develop AI solutions for predicting abusive comments posted on the Moj app in 10+ languages given natural language data and user context data.

Cross-lingual misinformation detection

By using the hypothesis of historical linguistics, we found a way to improve the performance of multilingual transformers with limited amount of data

Align Parallel Sentence of 104 Languages with the help of mBERT and LaBSE

submission from team import-winning-model

Codes for the short essay project for Mphil TAL by Yingjia Wan in 2023.

CS224n Homeworks and final project