jhyuklee

sparc

ACL'2020: Contextualized Sparse Representations for Real-Time Open-Domain Question Answering

ethnicity-tensorflow

IJCAI'2017: Name Nationality Classification with Recurrent Neural Networks

ParagraphRanker

EMNLP'2018: Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering

dmn-pytorch

Re-implementation: Ask Me Anything: Dynamic Memory Networks for Natural Language Processing

charnlm-pytorch

Re-Implementation: Character-Aware Neural Language Models

jhyuklee.github.io

oneshot-siamese

Draft implementation of one-shot classification with Siamese NN

biobert

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

squad-tensorflow

Implementation of various SQuAD models

controlled-text-generation

Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"

DrQA

Reading Wikipedia to Answer Open-Domain Questions

examples-test

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

namegen-tensorflow

Draft implementation of conditional name generation

piqa

Phrase-Indexed Question Answering (PIQA)