manikbhandari

REALSumm

REALSumm: Re-evaluating Evaluation in Text Summarization

oie-resources

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

bert_score

BERT score for text generation

cnn-text-classification

Re-implementation of Yoon kim's CNN model

LitePyramids

Method for evaluating system summaries manually, via crowdsourcing, using a summarization dataset that includes reference summaries.

gdown.pl

Google Drive direct download of big files

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pointer-generator-pytorch-allennlp

long-summarization

Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

PLMpapers

Must-read Papers on pre-trained language models.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

acl-2019-Compare_Evaluation_Metrics

awesome-interpretable-machine-learning

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

WordGCN

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

transformer-xl

OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

compare-mt

A tool for holistic analysis of language generations systems

notes

This repository contains my notes of various topics mainly from lectures at IISC

AutoNER

Learning Named Entity Tagger from Domain-Specific Dictionary

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

ConfGCN

AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning

dcnn_textvae

TensorFlow implementation of "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions"

pyDPP

A python package for sampling from determinantal point processes

libnmf

Optimization and Regularization variants of Non-negative Matrix Factorization (NMF)

RESIDE

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

word-embeddings-benchmarks

Package for evaluating word embeddings

Addressing-Challenges-in-Browser-Based-P2P-Content-Sharing-Framework-Using-WebRTC

Addressing Challenges in Browser Based P2P Content Sharing Framework Using WebRTC

CNN-for-text-classification

ML 2017 - Course project