Spaces:
Runtime error
Runtime error
| import gradio as gr | |
| from flair.data import Sentence | |
| from flair.models import SequenceTagger | |
| model_path = "onurkeles/hamshetsnag-pos-tagger" | |
| pos_tagger = SequenceTagger.load(model_path) | |
| def tag_pos(text): | |
| sentence = Sentence(text) | |
| pos_tagger.predict(sentence) | |
| return sentence.to_tagged_string() | |
| gradio_app = gr.Interface( | |
| fn=tag_pos, | |
| inputs=gr.Textbox(lines=2, placeholder="Enter a sentence here...", label="Input Sentence"), | |
| outputs=gr.Textbox(label="Tagged Sentence"), | |
| title="POS Tagging for Hamshetsnag", | |
| description="This app tags parts of speech in input sentences. Reference: Keleş, O. & Günay, B. (2024). Transfer Learning to the Rescue! Cross-Lingual Transfer for POS Tagging in an Endangered Language: Hamshetsnag. Turkey Computational Social Science 2024: Koç University, Istanbul, Turkey." | |
| ) | |
| if __name__ == "__main__": | |
| gradio_app.launch() |