short-text-classification

This repository contains code to reproduce the results in our paper "Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets".

Codes for SHINE published in EMNLP 2021.

Code for ICTIR2021 paper: Multi-label Classification of Short Texts with Label Correlated Recurrent Neural Networks

Codes for SimSTC published in EMNLP 2022.

An supervised learning project.Using Ensemble method for Weibo Stance Analyzing，can be applied in other short text classification tasks.使用有监督的集成学习方法进行微博立场分析，项目中的方法可以应用于其他短文本分类任务。

This repository provides the source codes of "The Endeavour to Advance Short Text Classification: Using Heterogeneous Graph Neural Network via Building Sememe-relationships (JSAI) 2022

Implementation KNN on Short text, using Term Weighting TFIDF and KNN with Euclidean Distance

short-text processing wrapper around maui for subject indexing of economics literature with the STW Thesaurus for Economics

Telecom CSP data simulation - short comments from tech support generation & clustering

a language-detection engine benchmark and weighted voting ensemble (Lingua, OpenLID, pycld2, fastText, langdetect) optimized for short-text English, Malay, and Indonesian (EN/MS/ID) classification.