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Chaitanya's Projects

multiwoz2.4 icon multiwoz2.4

MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset

music2video icon music2video

Making a AI-generated music video from any song with Wav2CLIP and VQGAN-CLIP

natas icon natas

Python 3 library for processing historical English

ner-annotator icon ner-annotator

Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.

nerfies icon nerfies

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

neuraldb icon neuraldb

Database Reasoning Over Text project for ACL paper

nlp icon nlp

Code written as a part of assignments for CSE556 Natural Language Processing taught by Dr. Tanmoy Chakraborty at IIIT Delhi in Monsoon 2018

nlp-datasets icon nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nlpgnn icon nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

nlu icon nlu

1 line for hundreds of NLP models and algorithms

nnsum icon nnsum

An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarization" (https://arxiv.org/abs/1810.12343).

numnet_plus icon numnet_plus

This is the official code repository for NumNet+(https://leaderboard.allenai.org/drop/submission/blu418v76glsbnh1qvd0)

offenseval-2019 icon offenseval-2019

Our experiments on subtask A of OffensEval-2019 "Identifying Offensive Language in Social Media Posts." - Final Project for the course CSE343 Machine Learning taught by Dr. Tanmoy Chakraborty at IIIT Delhi during the Monsoon 2020 Semester.

ogb icon ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

okr-agent icon okr-agent

OKR Management Tool Example by Apollo, Prisma, React, TypeScript, Next, Grommet

okr-tracker icon okr-tracker

A front-end application for tracking Objectives and Key Results (OKRs) and Key performance indicators (KPIs) for product teams with a Google Firebase backend.

open_calais_ner icon open_calais_ner

This small project fetches five articles from both The New York Times and the Wall Street Journal and analyzes the entities, topics, languages, relations, and etc. The tool I used is OpenCalais, which is a rapidly growing toolkit of capabilities that allow people to readily incorporate state-of-the-art semantic functionality within their blog, content management system, website or application. Google has pushed the state of the art in both NER and proposition extraction as part of their Knowledge Graph which extracts structured information from the entire web.

opinion-or-fact-sentence-classifier icon opinion-or-fact-sentence-classifier

Classifies sentences whether they represent a fact or personal opinion with 90% accuracy using various Machine Learning algorithms from sklearn library.

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