Pinned Repositories
GEM-metrics
Automatic metrics for GEM tasks
BIG-bench
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
dlp
Code for "On Dimensional Linguistic Properties of the Word Embedding Space".
DNI-tensorflow
DNI (Decoupled Neural Interfaces using Synthetic Gradients) Implementation with Tensorflow.
Finding-Memo
Code for "Extractive Memorization in Constrained Sequence Generation Tasks"
Half-Size
Code for "Effective Dimensionality Reduction for Word Embeddings".
hallucinations
Code for "The Curious Case of Hallucinations in Neural Machine Translation".
long-tailed
Code for "On Long-Tailed Phenomena in NMT".
Megalodon
Various ML/DL Resources organised at a single place.
seq2set-keras
An Implementation of Seq2Set (Pointer Network) in Keras.
vyraun's Repositories
vyraun/Google-Search-Chatbot
A rudimentary Chatbot powered by Google Search.
vyraun/acquisition_example
Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function
vyraun/ARAE
Code for the paper "Adversarially Regularized Autoencoders for Generating Discrete Structures" by Zhao, Kim, Zhang, Rush and LeCun
vyraun/arc-pytorch
PyTorch implementation of Attentive Recurrent Comparators
vyraun/ConvSent
The training code for the EMNLP 2017 paper "Learning Generic Sentence Representations Using Convolutional Neural Networks"
vyraun/cove
vyraun/cvpr17
CVPR 2017 Tutorial
vyraun/embedding_evaluation
Evaluate your word embeddings
vyraun/exponential_family_embeddings
Bernoulli Embeddings for Text
vyraun/Intro_to_ML_Lecture_Note
vyraun/Jiwei-Thesis
vyraun/lang-reps
vyraun/language-style-transfer
vyraun/mos
vyraun/Neural-EM
Code for the "Neural Expectation Maximization" paper.
vyraun/NeuralDialog-CVAE
Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
vyraun/nonce2vec
This is the repo accompanying the paper "High-risk learning: acquiring new word vectors from tiny data" (Herbelot & Baroni, 2017)
vyraun/oreilly-pytorch
Introductory PyTorch Tutorials
vyraun/pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
vyraun/PyTorch-Tutorial-1
Build your neural network easy and fast
vyraun/rnn-syn
Analogs of Linguistic Structure in Deep Representations
vyraun/seq2seq-keyphrase
vyraun/SIF
sentence embedding by Smooth Inverse Frequency weighting scheme
vyraun/SMASH
An experimental technique for efficiently exploring neural architectures.
vyraun/soft-decision-tree
pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"
vyraun/spatial-reasoning
Code for the paper "Representation Learning for Grounded Spatial Reasoning"
vyraun/tinier-nn
:iphone: Binarized Neural Network TF training code + C matrix / eval library.
vyraun/topically-driven-language-model
Tensorflow code to train TDLM
vyraun/twapy
Temporal Word Analogies in Python
vyraun/Variational-Ladder-Autoencoder
Implementation of VLAE