BERT-base Swedish Squad2 Open-source Question Answering Model - Free Support for Swedish Question Answering Tasks

Bert Base Swedish Squad2

Developed by susumu2357

This is a BERT model fine-tuned on the Swedish SQuAD v2 dataset for question-answering tasks.

Question Answering System OtherOpen Source License:Apache-2.0 #Swedish Q&A #SQuAD fine-tuning #Multilingual NLP

Downloads 164

Release Time : 3/2/2022

Model Overview

This model is a question-answering model fine-tuned on the Swedish BERT using the SQuAD v2 dataset, capable of handling Swedish Q&A tasks, including scenarios with and without answers.

Model Features

Swedish Q&A Capability

A question-answering model specifically optimized for Swedish, capable of handling Q&A tasks with Swedish text.

Supports Unanswerable Detection

Trained on the SQuAD v2 dataset, it can identify cases where an answer cannot be found in the given text.

High-Quality Fine-Tuning

Precisely fine-tuned on the translated Swedish SQuAD v2 dataset to ensure optimal Q&A performance.

Model Capabilities

Swedish text comprehension

Question Answering System

Unanswerable detection

Use Cases

Education

Swedish Learning Aid

Helps students understand Swedish articles through Q&A

Customer Service

Swedish FAQ System

Builds an automated Swedish FAQ answering system

Property	Details
Model Type	Swedish BERT Fine - tuned on SQuAD v2
Training Data	Swedish translation of SQuAD v2
License	Apache - 2.0
Tags	squad
Metrics	squad_v2

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Bert Base Swedish Squad2

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Swedish BERT Fine-tuned on SQuAD v2

🚀 Quick Start

✨ Features

📦 Installation

💻 Usage Examples

📚 Documentation

Training data

Hyperparameters

Eval results

Limitations and bias

BibTeX entry and citation info

📄 License