MQRSHIYAN

AutomaticWeightedLoss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

Conference-Acceptance-Rate

Statistics of acceptance rate for the main AI conference

factCC

Code for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper

awesome-chinese-nlp-1

本项目整合了常用中文nlp资源，包括：工具、数据、学习资源和常用模型。

awesome-knowledge-distillation

Awesome Knowledge Distillation

bert4keras

keras implement of transformers for humans

blog

Public repo for HF blog posts

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

eventkg

The EventKG is a novel multilingual resource incorporating event-centric information extracted from several large-scale knowledge graphs such as Wikidata, DBpedia and YAGO, as well as less structured sources such as the Wikipedia Current Events Portal and Wikipedia event lists in five languages. The EventKG is an extensible event-centric resource modeled in RDF. It relies on Open Data and best practices to make event data spread across different sources available through a common representation and reusable for a variety of novel algorithms and real-world applications.

fairseq

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

GPT2-Chinese

Chinese version of GPT2 training code, using BERT tokenizer.

GraphWriter

Code for "Text Generation from Knowledge Graphs with Graph Transformers"

HeterSumGraph

Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"

highres

Highlight-based Reference-less Evaluation for summarization

MatchSum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

nlp-data-augmentation

Data Augmentation for NLP. NLP数据增强

OpenNMT-kpg-release

Keyphrase Generation

PLMpapers

Must-read Papers on pre-trained language models.

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

RE-Net

Recurrent Event Network: Global Structure Inference over Temporal Knowledge Graph (ICLR-RLGM 2019)

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

stanza

Official Stanford NLP Python Library for Many Human Languages

Summarization-Papers

Summarization Papers

tilse

Timeline summarization and evaluation.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

wcep-mds-dataset

What-I-Have-Read

Papers and Slides, Focus on NLP.

XSum

Topic-Aware Convolutional Neural Networks for Extreme Summarization