Ashvini Jindal's repositories
dependency_parsing_tf
Tensorflow implementation of "A Fast and Accurate Dependency Parser using Neural Networks"
text_classification_hierarchical_cnn
Text classification using char-CNN + word-CNN
latest-ml-highlighted-papers-and-notes
Repository for Machine Learning papers: Highlighted Paper for easy reading along with summary notes with each paper
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-deep-learning-papers
The most cited deep learning papers
awesome-dl4nlp
A curated list of awesome Deep Learning for Natural Language Processing resources
awesome-vision-language-pretraining-papers
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
crayon
A language-agnostic interface to TensorBoard
cs330-meta-learning
Stanford CS330 Course Assignments
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
FOSSEE_internship_2014
Textbook companion project @IITB in collaboration with MHRD
keyphrase_extraction
Keyphrase extraction from Raw Text (sentence/paragraph)
listen_and_act
Basic "Speech + Text" based system that can perform actions like launching apps on your system.
llm-efficiency-challenge.github.io
Website for NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1 GPU + 1 Day
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
ontology
Global Insurance Ontology
papers_notes
Notes about papers and important links
para-nmt-50m
Pre-trained models and code and data to train and use models from "Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations"
paraphrase-id-tensorflow
Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.
resources
A Highly Opinionated List of Open Source Cheminformatics Resources
spell_corrector_2015
Java based Spell correction system based on Google confusion matrix, word/char count statistics and probability measure
text_classification_lstm
Text classification using bi-LSTM
tf-nlp-blocks
Some frequently used NLP blocks I implemented