732 Open source projects that are alternatives of or similar to Files2rouge

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

Python wrapper for evaluating summarization quality by ROUGE package

Summarization Papers

Papers and Book to look at when starting NLP 📚

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

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

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

TextRank implementation for Python 3.

A curated list of awesome embedding models tutorials, projects and communities.

Implementation of BERT in R

UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

CogComp's light-weight Python NLP annotators

🖋️ Fast and safe spellchecking C++ library

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

An open-source NLP research library, built on PyTorch.

Neural network parametrized objective to disentangle and transfer style and content in text

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

NLPCC 2016 微博分词评测项目

Tracking the progress in non-autoregressive generation (translation, transcription, etc.)

Materials for deep NLP course

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

A fast, efficient universal vector embedding utility package.

Open neural machine translation models and web services

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:

General Assembly's 2015 Data Science course in Washington, DC

XLNet Extension in TensorFlow

Python wraper for MetaMap

Kadot, the unsupervised natural language processing library.

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

My personal notes and surveys on DL, CV and NLP papers.

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

NLTK Source

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

Русскоязычный чатбот

package lingo provides the data structures and algorithms required for natural language processing

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

A two-level morphological analyzer for Turkish.

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.

Code for Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

A Python library for doing bibliometric and network analysis in science and health policy research

A pythonic wrapper for Stanford CoreNLP.

Beautiful visualizations of how language differs among document types.

Datasets, tools, and benchmarks for representation learning of code.

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

Spoken Language Understanding(SLU)/Slot Filling in Keras

Datasets I have created for scientific summarization, and a trained BertSum model

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

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

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

Automatic Entity Recognition and Typing for Domain-Specific Corpora (KDD'15)

A comprehensive reading list for Emotion Recognition in Conversations