770 Open source projects that are alternatives of or similar to Pythonrouge

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

TextRank implementation for Python 3.

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

Summarization Papers

Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке

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

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

The guide to tackle with the Text Summarization

No description or website provided.

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Python implementation of TextRank for phrase extraction and summarization of text documents

Natural Language Processing notes and implementations.

Papers and Book to look at when starting NLP 📚

Calculating ROUGE score between two files (line-by-line)

Paper reading list in natural language processing, including dialogue systems and text generation related topics.

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Implementation of the paper Tree Transformer

Preparing a dataset for TensorFlow text summarization (TextSum) model.

Data augmentation for NLP

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

A Ruby natural language processor.

LexPredict ContraxSuite

Pre-Trained Models for ToD-BERT

Japanese negative positive classification.日本語文書のネガポジを判定。

Stanford NLP group's shared Python tools.

The CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/

📚Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

QANTA Quiz Bowl AI

A JavaFX based desktop search application.

Code for Learning to select data for transfer learning with Bayesian Optimization

Helsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text

NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

Character-level Convolutional Neural Networks for text classification in PyTorch

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

Code for Sluice networks: Learning what to share between loosely related tasks

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Important paper implementations for Question Answering using PyTorch

Examine two sentences and determine whether they have the same meaning.

💙 Emoji handling and meta data for spaCy with custom extension attributes

阿里天池首届中文NL2SQL挑战赛top6

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

🤖 The Cocoa Artificial Intelligence Lab

R client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API

Free and open source A.I. system based on Python, TensorFlow and Prolog.

Fast and customizable text tokenization library with BPE and SentencePiece support

👩‍🏫 Advanced NLP with spaCy: A free online course

Machine learning models to automatically summarise scientific papers

An overview of the AI-as-a-service landscape

Notebooks for the Seattle PyData 2017 talk on Scattertext

互联网大厂面试经验

Unsupervised Data Augmentation (UDA)