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Soumya Jain's Projects

cda icon cda

code for our EMNLP2020 paper: Multilevel Text Alignment with Cross-Document Attention by Xuhui Zhou, Nikolaos Pappas, and Noah A. Smith

charagram icon charagram

Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".

citeomatic icon citeomatic

A citation recommendation system that allows users to find relevant citations for their paper drafts. The tool is backed by Semantic Scholar's OpenCorpus dataset.

ecir2020 icon ecir2020

Code and evaluation details for ECIR 2020 paper "Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation"

fairseq icon fairseq

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

graph-based-text-classification icon graph-based-text-classification

This repository contains code for our project work as part of the E0-334 Deep Learning for Natural Language Processing course at IISc, Bengaluru. We had proposed a graph-based model for text classification.

learning icon learning

Becoming better at data science every day

rouge icon rouge

A full Python Implementation of the ROUGE Metric (not a wrapper)

scidocs icon scidocs

Dataset accompanying the SPECTER model

specter icon specter

SPECTER: Document-level Representation Learning using Citation-informed Transformers

the-incredible-pytorch icon the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

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