Natural Language Inferencing (NLI) is a fascinating yet challenging aspect of Natural Language Processing (NLP). This practical session will walk you through the exciting world of NLI, where we will determine the relationship between two sentences—whether one entails,...
The xlm-roberta-base-finetuned-yoruba model is a powerful tool designed for natural language processing (NLP) tasks in the Yoruba language. Fine-tuned from the xlm-roberta-base model, this tool demonstrates superior performance in text classification and named entity...
If you're looking for a way to evaluate the quality of your text generation models, BLEURT (BERT-based Learned Evaluation for Text Generation) provides a robust solution. In this article, we'll guide you through the process of using PyTorch's implementation of BLEURT,...
In the fast-paced world of information overload, having a reliable way to generate concise and informative summaries is essential. The Copy-or-Rewrite model, built on hybrid summarization with hierarchical reinforcement learning, is an innovative solution that...
Welcome to this guide where we’ll dive into the fascinating world of Sentence Boundary Detection (SBD) in legal texts! In this article, we'll explore the newly introduced MultiLegalSBD dataset, a vital resource developed to improve SBD performance multilingual...
Are you interested in harnessing the power of AI-driven dialogue systems? Welcome to the world of Dialog-KoELECTRA, a specialized language model designed for generating conversational AI in Korean. This guide will walk you through understanding, utilizing, and...
In the ever-evolving landscape of natural language processing, utilizing pretrained models can significantly boost your machine learning projects. Today, we will explore how to pretrain the KoLD dataset using the pretrained KoElectra-v3 model. This process is...
In the ever-evolving field of Natural Language Processing (NLP), fine-tuning pre-trained models for specific tasks is a common practice. In this tutorial, we'll explore how to fine-tune a Roberta-base model using TextAttack and the ag_news dataset, resulting in...
Welcome to the world of SkyText, a potent Chinese GPT-3 pre-trained model developed by Singularity-AI. Whether it's engaging in chatbot conversations, answering questions, or translating between Chinese and English, SkyText is the key to unlocking numerous NLP tasks....
