MurtyShikhar/Such-ML

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Created over 7 years ago
Updated about 7 years ago

MurtyShikhar/Such-ML

MurtyShikhar

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Collection of Machine learning and NLP paper summaries

Question-Answering

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

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"

ExpBERT

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

LanguagePatching

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

TreeProjections

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

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"

robustqa

Default final project

Algorithms

Quick and dirty code for Sport programming/Interview problems.

COL-772-Project

Sense specific word embeddings for polysemic words

DReCA

structural-grokking

Code and data for experiments of our ACL '23 paper

Natural-Language-Processing

Course projects for NLP (COL772) - Spring 2016

Pushdown-Layers

Code for Pushdown Layers from our EMNLP 2023 paper