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Shashank Sonkar's Projects

elec576 icon elec576

Assignments and projects done under ELEC576 - Deep Learning@Rice

fairseq-py icon fairseq-py

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

infersent icon infersent

Sentence embeddings (InferSent) and training code for NLI.

neptune icon neptune

Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion

opennmt icon opennmt

Open Source Neural Machine Translation in Torch

opennmt-py icon opennmt-py

Open Source Neural Machine Translation in PyTorch

parrot_paraphraser icon parrot_paraphraser

A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

parsentextract icon parsentextract

A BiRNN framework implemented in Python and TensorFlow to extract parallel sentences from aligned comparable corpora.

pke icon pke

Python Keyphrase Extraction module

simcse icon simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

tutorbot-spock icon tutorbot-spock

An Education Tutoring Chatbot based on Learning Science Principles powered by Large Language Models

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