kyoungrok0517

deep-knn

Code for the 2018 EMNLP Interpretability Workshop Paper "Interpreting Neural Networks with Nearest Neighbors"

es-korean

exobrain-api

Exobrain API

Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

grokking-pytorch

The Hitchiker's Guide to PyTorch

verb-attributes

Contains code for the EMNLP paper `Learning Linguistic Attributes for Zero-Shot Verb Classification'

Wikidata_relation_extractor

Code to extract KB triples from given contexts using Wikidata API

kyoungrok0517/Wikidata_relation_extractor

Code to extract KB triples from given contexts using Wikidata API

kyoungrok0517/ARENA_3.0

kyoungrok0517/art

Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"

kyoungrok0517/bashidioms-examples

Example code from O'Reilly's bash Idioms

kyoungrok0517/BERT-QPP

BERT-QPP: Contextualized Pre-trained transformers for Query Performance Prediction

kyoungrok0517/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

kyoungrok0517/big-ann-benchmarks

Framework for evaluating ANNS algorithms on billion scale datasets.

kyoungrok0517/charset_normalizer

Truly universal encoding detector in pure Python

kyoungrok0517/CircuitsVis

Mechanistic Interpretability Visualizations using React

kyoungrok0517/dictionary_learning

kyoungrok0517/dropout

Code release for "Dropout Reduces Underfitting"

kyoungrok0517/einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

kyoungrok0517/entropix

Entropy Based Sampling and Parallel CoT Decoding

kyoungrok0517/gpt3-blog-title-optimizer

Python code for building a GPT-3 based technical blog post optimizer.

kyoungrok0517/imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

kyoungrok0517/ingredients

kyoungrok0517/jailbreak_llms

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

kyoungrok0517/lightning-transformers

Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.

kyoungrok0517/nanoColBERT

Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).

kyoungrok0517/natural-questions

Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is designed for the training and evaluation of automatic question answering systems.

kyoungrok0517/NC-BERT

BERT capable of numerical extrapolation over text (solving arithmetic problems over textual reasoning dataset)

kyoungrok0517/pmi-masking

This repository includes the masking vocabulary used in the ICLR 2021 spotlight PMI-Masking paper

kyoungrok0517/SAELens

Training Sparse Autoencoders on Language Models

kyoungrok0517/semantic-python-overview

(subjective) overview of projects which are related both to python and semantic technologies (RDF, OWL, Reasoning, ...)

kyoungrok0517/splade

SPLADE: sparse neural search (SIGIR21, SIGIR22)

kyoungrok0517/stat_rethinking_2024

kyoungrok0517/Streamlit-Authenticator

A secure authentication module to validate user credentials in a Streamlit application.

kyoungrok0517/Style-Transformer-for-MSD

Expert-laymen style transfer model based on the Style Transformer (Dai. et al., 2019). This code is based on the MSD dataset (Cao et al., 2020), which is a task for style transfer between an expert-level language to a laymen language for the ease of communication.

kyoungrok0517/subspace-clustering

Toolbox for large scale subspace clustering

kyoungrok0517/the-art-of-command-line

Master the command line, in one page