Stop Using Your Keyboard and Start Using This Simple, Free Speech-to-Text App

You can pick a custom keyboard shortcut, and you can decide to simply press that shortcut instead of pressing and holding it.
IEEE

Data Augmentation for Text Classification Using Autoencoders

Abstract: Deep learning models have greatly improved various natural language processing tasks. However, their effectiveness depends on large data sets, which can be difficult to acquire. To mitigate ...
Scientific Research Publishing

Zhang, X., Zhao, J.B. and LeCun, Y. (2015) Character-Level Convolutional Networks for Text Classification.

ABSTRACT: Since transformer-based language models were introduced in 2017, they have been shown to be extraordinarily effective across a variety of NLP tasks including but not limited to language ...
marktechpost

How to Build a Complete End-to-End NLP Pipeline with Gensim: Topic Modeling, Word Embeddings, Semantic Search, and Advanced Text Analysis

In this tutorial, we present a complete end-to-end Natural Language Processing (NLP) pipeline built with Gensim and supporting libraries, designed to run seamlessly in Google Colab. It integrates ...
Medical Xpress

How natural language processing can aid doctors

What if a computer could read a patient's medical notes and help doctors determine important information for their treatments? At MUSC Hollings Cancer Center, researchers led by Jihad Obeid, M.D., and ...
GitHub

Backdoor-NLP-Models-via-AI-Generated-Text

pytorch 1.12.1 (cudatoolkit 11.6) transformers 4.27.4 datasets 2.11.0 sentence-transformers 2.2.2 sentencepiece 0.1.97 language-tool-python 2.7.1 protobuf 3.19.0 sklearn-pandas 2.2.0 ...
IEEE

Benchmarking Open-Source Large Language Models for Sentiment and Emotion Classification in Indonesian Tweets

Abstract: We benchmark 22 open-source large language models (LLMs) against ChatGPT-4 and human annotators on two NLP tasks—sentiment analysis and emotion classification—for Indonesian tweets. This ...
Frontiers

Medical short text classification via Soft Prompt-tuning

In recent decades, medical short texts, such as medical conversations and online medical inquiries, have garnered significant attention and research. The advances in the medical short text have ...