Siddhant Garg's Projects
Jekyll theme with a focus on simplicity, typography and flexibility
A new approach to modelling attention over encoder states by jointly learning to focus on the output words and input tokens
TensorFlow code and pre-trained models for BERT
Pre-training of Deep Bidirectional Transformers for Language Understanding
Django based web application for Branch Change, IIT Bombay
Convolutional Neural Network for Text Classification in Tensorflow
A Model for Natural Language Attack on Text Classification and Inference
Castorini data
CS744 Assignment-2 on Distributed Tensorflow
Repository with code, scripts to generate data and plots for synthetic data experiments for the paper "Functional Regularization for Representation Learning: A Unified Theoretical Perspective"
A Text Classification Model with pretrained GloVe embeddings
Sentence embeddings (InferSent) and training code for NLI.
Generating LATEX code from scanned or captured images of mathematical equations
Models and examples built with TensorFlow
25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.
Fitting a regression model to a provided dataset
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
A python tool for evaluating the quality of sentence embeddings.