/extractive-qa

Code for our Big Data and its Applications project at UEH. We fine-tuned XLM-RoBERTa model on SQuADv2 dataset for Extractive Question Answering task.

Primary LanguageJupyter Notebook

Multilingual Extractive Quesion Answering system with XLM-RoBERTa

[NEW] A dockerized version with a new feature of storing chat history is available here. Special thanks to @nguynking.

Code for our Big Data and its Applications project at UEH. We fine-tune XLM-RoBERTa model on SQuADv2 dataset for Extractive Question Answering task and compare its performance to other models. We deploy the model to a website using Gradio.

Demo.mov

Results

Screenshot 2024-03-27 at 11 57 42