Name: Soumya Jain
Type: User
Company: Indian Institute of Science
Bio: ML Engineer (NLP) @Observe.ai | Mtech (Research) student at IISc, Bengaluru. Interested in Machine Learning, Deep Learning, and NLP
Location: Bengaluru
Soumya Jain's Projects
code for our EMNLP2020 paper: Multilevel Text Alignment with Cross-Document Attention by Xuhui Zhou, Nikolaos Pappas, and Noah A. Smith
Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".
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.
Notes for CMO course.
A collection of various deep learning architectures, models, and tips
Code and evaluation details for ECIR 2020 paper "Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation"
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
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.
Hybrid Cite Hybrid Citation Recommender Code
Sentiment Classification for IMDB Movie-Review Dataset
Becoming better at data science every day
The raw data and analysis code for the Microsoft Academic paper recommender system user study conducted in 2018.
Implementation of paper Neural Collaborative Filtering in PyTorch.
An structured guide for NLP tool and libraries
Notes on writing
A full Python Implementation of the ROUGE Metric (not a wrapper)
Dataset accompanying the SPECTER model
SPECTER: Document-level Representation Learning using Citation-informed Transformers
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.