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autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

awesome-bert-japanese

📝 A list of pre-trained BERT models for Japanese with word/subword tokenization + vocabulary construction algorithm information

baselines-emnlp2016

This repository contains baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.

beir-gpu

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

bert_mlm

blink

Entity Linker solution

diffcse

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

dotfile

eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

fairseq-gec

Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

generic-pretrained-gec

Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model.

gpt-gec

Grammatical Error Correction using GPT3.5

hits_ranking

ranking words using HITS

jglue

JGLUE: Japanese General Language Understanding Evaluation

jiant

The jiant toolkit for general-purpose text understanding models

katsumata420.github.io

webpage

leetcode

My answers for LeetCode

llm-jp-sft

llm-offline-inference

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

lm_selector

luke

LUKE -- Language Understanding with Knowledge-based Embeddings

m2scorer_python3

ml-system-in-actions

machine learning system examples

mlflow

Open source platform for the machine learning lifecycle

monoses

Unsupervised Statistical Machine Translation

multilingualt5-japanese

multilingualT5