AtmaHou

rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

doccano

Open source annotation tool for machine learning practitioners.

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

mmdc

Multi-Modal Deep Clustering: Unsupervised Partitioning of Images ICPR 20'

CovidPrognosis

COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations

bert-nmt

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

CasRel-pytorch-reimplement

Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code is written in keras.

DeepClustering

Methods and Implements of Deep Clustering

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

FewShotMultiLabel

Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.

CasRel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

TUPE

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

molecularGNN_smiles

The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.

data2text-three-dimensions

CIGIN

AAAI 2020: Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-like Molecules

MetaDialog

Platform for few-shot natural language processing: Text Classification, Sequene Labeling.

textrank

TextRank implementation for Python 3.

Recognizers-Text

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, date/time, etc. in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI, NL. Partial support for JA, KO, AR, SV). Packages available at: https://www.nuget.org/profiles/Recognizers.Text, https://www.npmjs.com/~recognizers.text

Taskmaster

Please see the readme file as well as our 2019 EMNLP paper linked here -->

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

FewShotTagging

Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network

nlp_baai

NLP models and codes for BAAI-JD joint project.

Trojan-Qt5

Removed due to regulation

RecAdam

Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.

MetaLearning4NLP-Papers

A list of recent papers about Meta / few-shot learning methods applied in NLP areas.

CrossWOZ

A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset