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The Top 23 Python Deep Learning Natural Language Processing Summarization Open Source Projects

Open source projects categorized as Python Deep Learning Natural Language Processing Summarization
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Natural Language Processing
Categories > Text Processing > Summarization
Pointer_summarizer ⭐ 859
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
most recent commit a year ago
Bigbird ⭐ 433
Transformers for Longer Sequences
most recent commit 2 years ago
Naturalcc ⭐ 220
NaturalCC: An Open-Source Toolkit for Code Intelligence
most recent commit 5 months ago
Summarus ⭐ 140
Models for automatic abstractive summarization
most recent commit 2 years ago
Unified Summarization ⭐ 108
Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.
most recent commit 5 years ago
Sadedegel ⭐ 81
A General Purpose NLP library for Turkish
total releases 46most recent commit 2 years ago
Copycat Abstractive Opinion Summarizer ⭐ 62
ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation
most recent commit 3 years ago
Li_emnlp_2017 ⭐ 51
Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet
most recent commit 6 years ago
Srb ⭐ 38
Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"
most recent commit 6 years ago
Hf Experiments ⭐ 37
Experiments with Hugging Face 🔬 🤗
most recent commit 2 years ago
Nlp_workshop_odsc_europe20 ⭐ 36
Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.
most recent commit 4 years ago
Videosearchengine ⭐ 34
Semantically be able to search through a database of videos (using generated summaries)
most recent commit 6 years ago
Fewsum ⭐ 28
Few-shot learning framework for opinion summarization published at EMNLP 2020.
most recent commit 2 years ago
Nlp Stuff ⭐ 27
A bit of everything about text and nlp [IN PROGRESS]
most recent commit 2 years ago
Query Focused Sum ⭐ 24
Official code repository for "Exploring Neural Models for Query-Focused Summarization".
most recent commit 2 years ago
Selsum ⭐ 21
Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.
most recent commit 2 years ago
Title Generator ⭐ 17
Automatic Text Summarization and Title Generation.
most recent commit 3 years ago
Article Summary Deep Learning ⭐ 15
📖 Using deep learning and scraping to analyze/summarize articles! Just drop in any URL!
most recent commit 3 years ago
Text Summarization ⭐ 14
Summarizer in python with Spacy and Universal Sentence Encoder build on Flask framework
most recent commit 2 years ago
Personified Chatbot ⭐ 14
A personified chatbot responding to a query based on the answering pattern of Dr. APJ Abdul Kalam using Information Retrieval, Natural Language Processing, and Deep Learning techniques.
most recent commit 3 years ago
Pointer_generator_summarizer ⭐ 12
Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.
most recent commit 5 years ago
Nlp University.of.michigan ⭐ 6
Introduction to Natural Language Processing by University of Michigan
most recent commit 7 years ago
Abstractive Text Summarization Using Seq2seq Rnn ⭐ 6
Abstractiv Text Summarization
most recent commit 6 years ago
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