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ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

ernie-1

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

examples

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

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fairseq-gec

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

faspell

产学界最强（SOTA）的简繁中文拼写检查工具：FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)

fastai

The fastai deep learning library, plus lessons and tutorials

gec-ranking

Data and code used in the 2015 ACL paper, "Ground Truth for Grammatical Error Correction Metrics"

gector

Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf

gfwlist

The one and only one gfwlist here

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

grammaticality-metrics

evaluation suite for testing automatic grammatical error corrections

graph-learn

An Industrial Graph Neural Network Framework

gug-data

A dataset of sentences with ordinal labels for grammaticality

human-performance-gec

jfleg

JFLEG (JHU FLuency-Extended GUG) corpus for Grammatical Error Correction Evaluation

jm-nat

Code for ACL2020 "Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation"

joy

A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring.

kanchil

Kanchil（鼷鹿）是世界上最小的偶蹄目动物，这个开源项目意在探索小模型（6B以下）是否也能具备和人类偏好对齐的能力。

kdd99

Feature selection using sklearn's SelectKBest on the KDD99 Dataset

keras

Deep Learning for humans

language-check

Python wrapper for LanguageTool grammar checker

languagetool

Style and Grammar Checker for 25+ Languages

lm_ner

基于Pytorch的命名实体识别框架，支持LSTM+CRF、Bert+CRF、RoBerta+CRF等框架

lmft

Language Model Fine-Tuning, for ChatGLM, BELLE, LLaMA fine-tuning.

lstm-visualisation

marian-examples

Examples, tutorials and use cases for Marian, including our WMT-2017/18 baselines.

mask-predict

A masked language modeling objective to train a model to predict any subset of the target words, conditioned on both the input text and a partially masked target translation.

mass

MASS: Masked Sequence to Sequence Pre-training for Language Generation