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58 search results found

Deep Tutorials For Pytorch ⭐ 1,392

In-depth tutorials for implementing deep learning models on your own with PyTorch.

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Pointer_summarizer ⭐ 859

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

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

Bigbird ⭐ 433

Transformers for Longer Sequences

Pytorch Vsumm Reinforce ⭐ 342

Unsupervised video summarization with deep reinforcement learning. AAAI'18.

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Naturalcc ⭐ 220

NaturalCC: An Open-Source Toolkit for Code Intelligence

Transformer Abstractive Summarization ⭐ 153

Abstractive Text Summarization using Transformer

Deep News Summarization ⭐ 152

News summarization using sequence to sequence model with attention in TensorFlow.

Summarus ⭐ 140

Models for automatic abstractive summarization

Nepali_nlp ⭐ 126

A python based library for NLP in Nepali language

Abstractive Summarization ⭐ 113

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

Unified Summarization ⭐ 108

Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

The first-ever vast natural language generation benchmark for Indonesian, Sundanese, and Javanese. We provide multiple downstream tasks, pre-trained IndoGPT and IndoBART models, and a starter code! (EMNLP 2021)

Copycat Abstractive Opinion Summarizer ⭐ 62

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

🏔️ Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Seq2seq_pointer_generator_summarizer ⭐ 59

A deep learning neural network for abstractive deep summarization

Li_emnlp_2017 ⭐ 51

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

Bidirectiona Lstm For Text Summarization ⭐ 49

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

Vg Gplms ⭐ 49

The code repository for EMNLP 2021 paper "Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization".

Transformer Abstractive Summarization ⭐ 40

Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"

Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"

Hf Experiments ⭐ 37

Experiments with Hugging Face 🔬 🤗

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.

Videosearchengine ⭐ 34

Semantically be able to search through a database of videos (using generated summaries)

Awesome Multi Document Summarization ⭐ 29

A curated list of Multi-Document Summarization papers, articles, tutorials, slides , datasets, and projects

Few-shot learning framework for opinion summarization published at EMNLP 2020.

Nlp Stuff ⭐ 27

A bit of everything about text and nlp [IN PROGRESS]

Struct_infused_summ ⭐ 25

(COLING'18) The source code for the paper "Structure-Infused Copy Mechanisms for Abstractive Summarization".

Reading List Of Reinforcement Learning For Nlp ⭐ 24

Reading List of Reinforcement Learning for NLP

Query Focused Sum ⭐ 24

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

Awesome Video Sum ⭐ 23

A curated list of the Video Summarization subject which is a computer science using machine learning and deep learning

Nlp Workshop Mlmilan ⭐ 23

Advanced NLP Workshop: word-sense disambiguation with RoBERTa and text summarization with BART (Machine Learning Milan)

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

Video Summarization Pytorch ⭐ 20

IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

Title Generator ⭐ 17

Automatic Text Summarization and Title Generation.

Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN

Vsum_dsf ⭐ 15

The implementation of the paper "Video Summarization using Deep Semantic Features" in ACCV'16

Article Summary Deep Learning ⭐ 15

📖 Using deep learning and scraping to analyze/summarize articles! Just drop in any URL!

Abstractive Summarization Using Query Based Deep Neural Attention Models ⭐ 14

System for generating meaningful summaries of retrieved documents, specific to query text using Deep Attention Models

Text Summarization ⭐ 14

Summarizer in python with Spacy and Universal Sentence Encoder build on Flask framework

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.

Bert Summarization ⭐ 14

Tensorflow implementation of an abstractive summarization model using pre-trained language models

Extractive Document Summarization ⭐ 13

Extractive Document Summarization Based on Convolutional Neural Networks

Official implementation of the ACL 2022 paper "Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization"

Pointer_generator_summarizer ⭐ 12

Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.

Amld 2018 ⭐ 10

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

T5 Text To Text Transfer Transformer ⭐ 9

Demo of the T5 model for various pre-trained task.

Scientific Article Summarization Using Lstms ⭐ 9

Github Repository for LSTM-based system generating automated abstract of scientific articles

Awesome Nlp Machine Learning ⭐ 9

A list of paper & code on machine learning techniques for NLP research, including RL/Self-supervised Learning/VAE/GAN/Meta learning

Extreme Summarization Of Source Code ⭐ 8

Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText

Bengali Text Summarization ⭐ 8

Text analysis for Bengali Text Summarization using Deep Learning

Mvs Using Cnn And Lstm ⭐ 7

Cloud-Assisted Multi-View Video Summarization using CNN and Bi-Directional LSTM

Nlp University.of.michigan ⭐ 6

Introduction to Natural Language Processing by University of Michigan

Abstractive Text Summarization Using Seq2seq Rnn ⭐ 6

Abstractiv Text Summarization

Deep Read ⭐ 5

Meeting summarization and quiz generator.

Deep Summarization Toolkit ⭐ 5

A toolkit designed to simplify summarization research

Video_summary_generaton ⭐ 5

Unsupervised video summarization with deep reinforcement learning implementation .

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