138 Open source projects that are alternatives of or similar to HSSC

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Summarization Papers

A Dataset for Thai Text Summarization with over 310K articles.

FactSumm: Factual Consistency Scorer for Abstractive Summarization

Python wrapper for evaluating summarization quality by ROUGE package

Twitter Bot to follow financial trends in publicly traded companies

A well-structured summarization dataset for the Persian language!

source code for 'Improving automatic source code summarization via deep reinforcement learning'

🌀 ⚡️ 🌍 TextRank (automatic text summarization) for PHP8

Dynamic Entity Summarization (DynES)

Automated NLP sentiment predictions- batteries included, or use your own data

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

Sentiment Analysis in Arabic tweets

Lecture Notes of Andrew Ng's Machine Learning Course

Natural Language Processing notes and implementations.

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement …

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

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

Experiments with Hugging Face 🔬 🤗

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

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

Source code for our "TitleStylist" paper at ACL 2020

sentiment analysis、情感分析、文本分类、基于字典、python、classification

🔍 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.

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

The pytorch implementation of paper "DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization"

Система, анализирующая тональность текстов и высказываний.

An emotion-polarity classifier specifically trained on developers' communication channels

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

Implementation of papers for text classification task on SST-1/SST-2

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NLP with NLTK for Sentiment analysis amazon Products Reviews

Notetaking Electron app that can answer your questions and makes summaries for you

paribhasha.herokuapp.com/

Hierarchical Attention Networks for Document Classification in Keras

Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

A data set and model for german sentiment classification.

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

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

Module for automatic summarization of text documents and HTML pages.

An easy to use python package for deep learning-based german sentiment classification.

A Python wrapper for the ROUGE summarization evaluation package

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

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

Large-scale multi-document summarization dataset and code

Repositori ini merupakan kumpulan dataset terkait analisis sentimen Berbahasa Indonesia. Apabila Anda menggunakan dataset-dataset yang ada pada repositori ini untuk penelitian, maka cantumkanlah/kutiplah jurnal artikel terkait dataset tersebut. Dataset yang tersedia telah diimplementasikan dalam beberapa penelitian dan hasilnya telah dipublikasi…

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

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

😉 🌀 🍓 TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine) support (Go 1.8, 1.9, 1.10)

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

US Bill Summarization Corpus

Build A Chinese Movie Sentiment Classifier with Keras and Google Cloud ML Engine

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

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

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.