MurtyShikhar

Shikhar Murty's repositories

Question-Answering

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

Language:Python134 6 10

Hierarchical-Typing

Code and Data for all experiments from our ACL 2018 paper "Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking"

Language:Python43 9 9

ExpBERT

Code for our ACL '20 paper "Representation Engineering with Natural Language Explanations"

Language:Python29 4 3

Pushdown-Layers

Code for Pushdown Layers from our EMNLP 2023 paper

Language:Python26 10

LanguagePatching

Code for our EMNLP '22 paper "Fixing Model Bugs with Natural Language Patches"

Language:Python18 30

structural-grokking

Code for our ACL '23 paper titled "Grokking of Hierarchical Structure in Vanilla Transformers"

Language:Jupyter Notebook15 2 1

TreeProjections

Tool to measure tree-structuredness of the internal algorithm learnt by a transformer

Language:PythonMIT9 20

Such-ML

Collection of Machine learning and NLP paper summaries

6 110

KBI

Source code for all models from our IJCAI 2018 Paper "Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for Knowledge Base Inference"

Language:Python5 5 1

robustqa

Default final project

Language:Python5 20

google-interview-university

A complete daily plan for studying to become a Google software engineer.

CC-BY-SA-4.02 20

Algorithms

Quick and dirty code for Sport programming/Interview problems.

Language:C++1 30

DReCA

1 20

Natural-Language-Processing

Course projects for NLP (COL772) - Spring 2016

Language:Python1 20

allennlp

An open-source NLP research library, built on PyTorch.

Language:PythonApache-2.0020

babble

A system for generating training labels via natural language explanations

Language:PythonApache-2.0020

deeptype

Design, evolve, and train neural type systems.

Language:Python030

Distributed-VecXMat

A nifty piece of code for Multiplying a huge sparse matrix with a vector using the power of GPUs and distributed computing

Language:Cuda020

expressivo

A symbolic differentiation engine for Polynomials

Language:Java020

GraphicalModels

Implementation of Graphical models along with inference and learning in a series of 3 assignments

Language:Python020

lift-sim

It's an elevator simulator!

Language:Python020

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

CC-BY-SA-4.0020

MurtyShikhar.github.io

Personal Website

Language:HTMLMIT010

neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

Language:PythonApache-2.0030