MurtyShikhar

TypeNet

A Hierarchical Type system for fine grained entity typing

ExpBERT

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

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"

LanguagePatching

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

Pushdown-Layers

Code for Pushdown Layers from our EMNLP 2023 paper

Question-Answering

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

robustqa

Default final project

structural-grokking

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

Such-ML

Collection of Machine learning and NLP paper summaries

TreeProjections

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

MurtyShikhar/Question-Answering

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

MurtyShikhar/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"

MurtyShikhar/ExpBERT

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

MurtyShikhar/Pushdown-Layers

Code for Pushdown Layers from our EMNLP 2023 paper

MurtyShikhar/NNetnav

Interaction-first method for generating demonstrations for web-agents on any website

MurtyShikhar/structural-grokking

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

MurtyShikhar/LanguagePatching

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

MurtyShikhar/TreeProjections

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

MurtyShikhar/Such-ML

Collection of Machine learning and NLP paper summaries

MurtyShikhar/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"

MurtyShikhar/robustqa

Default final project

MurtyShikhar/google-interview-university

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

MurtyShikhar/Algorithms

Quick and dirty code for Sport programming/Interview problems.

MurtyShikhar/DReCA

MurtyShikhar/allennlp

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

MurtyShikhar/babble

A system for generating training labels via natural language explanations

MurtyShikhar/deeptype

Design, evolve, and train neural type systems.

MurtyShikhar/Distributed-VecXMat

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

MurtyShikhar/expressivo

A symbolic differentiation engine for Polynomials

MurtyShikhar/GraphicalModels

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

MurtyShikhar/lift-sim

It's an elevator simulator!

MurtyShikhar/machine-learning-for-software-engineers

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

MurtyShikhar/MurtyShikhar.github.io

Personal Website

MurtyShikhar/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.

MurtyShikhar/pushdown

MurtyShikhar/refdb

Stores paper references, outputs to bib/html, does basic sanity checking on bib entries

MurtyShikhar/tufte-jekyll-trial

Minimal Jekyll blog styled to resemble the look and layout of Edward Tufte's books

MurtyShikhar/vim

my vim configuration

MurtyShikhar/website-2

Trial website 2

MurtyShikhar/website-new

New website trial