marcwww

Multi-hopComplexKBQA

Perturbed-Masking

Code for ACL 2020 paper "Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT"

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

ATSum

The code for ACL2020 paper "Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization"

Semantic-Parsing

ccg2lambda

Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.

QuestionAnsweringOverFB

SPARQA

SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases (AAAI 2020)

SSRP

kbqa

基于知识库的问答：seq2seq模型实践

snrm

Standalone Neural Ranking Model (SNRM)

interpret

Fit interpretable models. Explain blackbox machine learning.

lucid

A collection of infrastructure and tools for research in neural network interpretability.

captum

Model interpretability and understanding for PyTorch

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

pytorch_geometric

Graph Neural Network Library for PyTorch

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

Pretrained-Language-Model

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

awesome_Chinese_medical_NLP

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

Ordered-Memory

This repository contains the code used for Ordered Memory paper

torch-submod

A PyTorch library for differentiable submodular minimization.

awesome-text-summarization

A curated list of resources dedicated to text summarization

flair

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

PLMpapers

Must-read Papers on pre-trained language models.

tx-ray

Code for paper "TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP"

autogluon

Fast and Accurate ML in 3 Lines of Code

sent2vec

General purpose unsupervised sentence representations

BioSentVec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

awesome-self-supervised-learning

A curated list of awesome self-supervised methods