Soumya Jain's repositories
NLP-Tools-and-Libraries
An structured guide for NLP tool and libraries
Neural-Collaborative-Filtering-PyTorch
Implementation of paper Neural Collaborative Filtering in PyTorch.
CDA
code for our EMNLP2020 paper: Multilevel Text Alignment with Cross-Document Attention by Xuhui Zhou, Nikolaos Pappas, and Noah A. Smith
charagram
Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".
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.
Computational-Methods-of-Optimisation
Notes for CMO course.
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.
IMDB-Sentiment-Analysis
Sentiment Classification for IMDB Movie-Review Dataset
deeplearning-models
A collection of various deep learning architectures, models, and tips
ecir2020
Code and evaluation details for ECIR 2020 paper "Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation"
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
HybridCite
Hybrid Cite Hybrid Citation Recommender Code
learning
Becoming better at data science every day
microsoft-academic-paper-recommender-user-study
The raw data and analysis code for the Microsoft Academic paper recommender system user study conducted in 2018.
notes-on-writing
Notes on writing
rouge
A full Python Implementation of the ROUGE Metric (not a wrapper)
scidocs
Dataset accompanying the SPECTER model
specter
SPECTER: Document-level Representation Learning using Citation-informed Transformers
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.