Kumar Shridhar's repositories
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Master-Thesis-BayesianCNN
Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
Know-Your-Intent
State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.
LongtoNotes
LongtoNotes: OntoNotes with Longer Coreference Chains
NER-Benchmarks
NER Benchmark
GMM-vs-K-Means
Gausian Mixture Models vs K-Means
Online-Toxicity-Detection
APOLLO-1: Online Toxicity Detection
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more
implicit-variational-inference
The collection of recent papers about variational inference
Very-Deep-Learning-NLP
NLP exercise for Very Deep Learning Lecture at TU Kl
academic-kickstart
📝 Easily create a beautiful website using Academic, Hugo, and Netlify
arch_uncert
Code for "Variational Depth Search in ResNets" (https://arxiv.org/abs/2002.02797)
BayesianNeuralNetwork
a repo sharing Bayesian Neural Network recent papers
BIG-bench
Beyond the Imitation Game collaborative benchmark for enormous language models
cvpr_clvision_challenge
CVPR 2020 Continual Learning Challenge - Submit your CL algorithm today!
JointBERT
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
litbank-1
Annotated dataset of 100 works of fiction to support tasks in natural language processing and the computational humanities.
ML-II-Exercise
Solutions for ML II Exercise TU Kaiserslautern
MLQA
New dataset
Portfolio
Portfolio Repository
Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
spanningtrees
Code Repository for "Please Mind the Root: Decoding Arborescences for Dependency Parsing" and "On Finding the K-best Non-projective Dependency Trees"
SVAMP
NAACL 2021: Are NLP Models really able to Solve Simple Math Word Problems?
Utils
Some basic needed utilities