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Shumpei Miyawaki's Projects

awesome-ner icon awesome-ner

This repository groups together for the task of "Named Entity Recognition (NER)"

beir icon beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

bert-e2e-absa icon bert-e2e-absa

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

colbert icon colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21)

contrastive-htc icon contrastive-htc

This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification" in ACL 2022.

daaja icon daaja

This repository has a implementations of data augmentation for NLP for Japanese.

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

densephrases icon densephrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too

dpr icon dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

funer icon funer

Funer is Rule based Named Entity Recognition tool.

gitignore icon gitignore

A collection of useful .gitignore templates

grit icon grit

GRiT: A Generative Region-to-text Transformer for Object Understanding (https://arxiv.org/abs/2212.00280)

layout-model-training icon layout-model-training

The scripts for training Detectron2-based Layout Models on popular layout analysis datasets

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