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    175 repositories

    • spaCy

      Public
      💫 Industrial-strength Natural Language Processing (NLP) in Python
      Python
      •
      MIT License
      •4.4k•0•0•0•Updated Jul 8, 2021Jul 8, 2021

    • stanza

      Public
      Official Stanford NLP Python Library for Many Human Languages
      Python
      •
      Other
      •888•0•0•0•Updated Apr 25, 2021Apr 25, 2021

    • Summarization-Papers

      Public
      Summarization Papers
      143•0•0•0•Updated Mar 23, 2021Mar 23, 2021

    • XSum

      Public
      Topic-Aware Convolutional Neural Networks for Extreme Summarization
      dataset
      Python
      •
      MIT License
      •74•0•0•0•Updated Dec 15, 2020Dec 15, 2020

    • bert4keras

      Public
      keras implement of transformers for humans
      Python
      •
      Apache License 2.0
      •927•0•0•0•Updated Dec 15, 2020Dec 15, 2020

    • nlp-data-augmentation

      Public
      Data Augmentation for NLP. NLP数据增强
      41•0•0•0•Updated Dec 10, 2020Dec 10, 2020

    • cleverhans

      Public
      An adversarial example library for constructing attacks, building defenses, and benchmarking both
      adversarial-attacks
      Python
      •
      MIT License
      •1.4k•0•0•0•Updated Dec 9, 2020Dec 9, 2020

    • blog

      Public
      Public repo for HF blog posts
      Jupyter Notebook
      •715•0•0•0•Updated Nov 9, 2020Nov 9, 2020

    • OpenNMT-kpg-release

      Public
      Keyphrase Generation
      Python
      •
      MIT License
      •34•0•0•0•Updated Nov 8, 2020Nov 8, 2020

    • pointer_summarizer

      Public
      pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
      pointer-networks
      Python
      •
      Apache License 2.0
      •243•0•0•0•Updated Oct 19, 2020Oct 19, 2020

    • Conference-Acceptance-Rate

      Public
      Statistics of acceptance rate for the main AI conference
      acceptance-rate
      296•1•0•0•Updated Oct 18, 2020Oct 18, 2020

    • highres

      Public
      Highlight-based Reference-less Evaluation for summarization
      highlight-summarization
      Vue
      •7•0•0•0•Updated Sep 4, 2020Sep 4, 2020

    • fairseq

      Public
      Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
      Python
      •
      MIT License
      •6.4k•0•0•0•Updated Aug 28, 2020Aug 28, 2020

    • HeterSumGraph

      Public
      Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"
      Python
      •52•0•0•0•Updated Jul 28, 2020Jul 28, 2020

    • MatchSum

      Public
      Code for ACL 2020 paper: "Extractive Summarization as Text Matching"
      Python
      •108•0•0•0•Updated Jul 1, 2020Jul 1, 2020

    • AutomaticWeightedLoss

      Public
      Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning
      Python
      •
      Apache License 2.0
      •83•1•0•0•Updated Jun 20, 2020Jun 20, 2020

    • wcep-mds-dataset

      Public
      Python
      •
      MIT License
      •14•0•0•0•Updated Jun 1, 2020Jun 1, 2020

    • RE-Net

      Public
      Recurrent Event Network: Global Structure Inference over Temporal Knowledge Graph (ICLR-RLGM 2019)
      Python
      •95•0•0•0•Updated May 10, 2020May 10, 2020

    • transformers

      Public
      🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
      Python
      •
      Apache License 2.0
      •27k•0•0•0•Updated May 4, 2020May 4, 2020

    • GraphWriter

      Public
      Code for "Text Generation from Knowledge Graphs with Graph Transformers"
      Python
      •90•0•0•0•Updated Apr 29, 2020Apr 29, 2020

    • eventkg

      Public
      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 resourc…
      Java
      •11•0•0•0•Updated Apr 27, 2020Apr 27, 2020

    • tilse

      Public
      Timeline summarization and evaluation.
      Perl
      •
      MIT License
      •6•0•0•0•Updated Apr 11, 2020Apr 11, 2020

    • GPT2-Chinese

      Public
      Chinese version of GPT2 training code, using BERT tokenizer.
      Python
      •
      MIT License
      •1.7k•0•0•0•Updated Apr 8, 2020Apr 8, 2020

    • UER-py

      Public
      Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
      Python
      •527•0•0•0•Updated Apr 3, 2020Apr 3, 2020

    • factCC

      Public
      Code for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •31•1•0•0•Updated Mar 24, 2020Mar 24, 2020

    • What-I-Have-Read

      Public
      Papers and Slides, Focus on NLP.
      11•0•0•0•Updated Mar 15, 2020Mar 15, 2020

    • PLMpapers

      Public
      Must-read Papers on pre-trained language models.
      MIT License
      •437•0•0•0•Updated Feb 28, 2020Feb 28, 2020

    • awesome-knowledge-distillation

      Public
      Awesome Knowledge Distillation
      493•0•0•0•Updated Jan 26, 2020Jan 26, 2020

    • awesome-chinese-nlp-1

      Public
      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。
      Python
      •
      MIT License
      •7•0•0•0•Updated Dec 11, 2019Dec 11, 2019

    • PreSumm

      Public
      code for EMNLP 2019 paper Text Summarization with Pretrained Encoders
      Python
      •
      MIT License
      •463•0•0•0•Updated Nov 19, 2019Nov 19, 2019