hms-pos-tagger / home.py
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Update home.py
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import streamlit as st
def write():
st.markdown(
"""
<h1 style="text-align:left;">Hamshetsnag POS Tagger</h1>
""",
unsafe_allow_html=True,
)
st.write("#")
col = st.columns(2)
# Include an image/logo for branding
col[0].image("images/cauldron.jpg", width=150)
st.markdown(
"""
<h3 style="text-align:left;">A POS Tagging Tool for the Hamshetsnag Language</h3>
""", unsafe_allow_html=True,
)
st.markdown(
"""
**Features:**
- Tags parts of speech in Hamshetsnag (Hemşince) text.
- Utilizes a fine-tuned model specifically with Multilingual BERT.
- Dataset: Sequential fine-tuning with Western Armenian and Eastern Armenian UD sentences and our Hamshetsnag corpus.
- Configurable parameters for customizing tagging behavior.
Refer to the [paper](http://kelesonur.github.io/folder/hms_abstract.pdf) for more details.
### Citation:
```bibtex
@inproceedings{keles2024hamshetsnag,
title={Transfer Learning to the Rescue! Cross-Lingual Transfer for POS Tagging in an Endangered Language: Hamshetsnag},
author={Onur Keleş and Baran Günay},
booktitle={Turkey Computational Social Science Conference},
year={2024},
address={Koç University: Istanbul, Turkey}
}
```
"""
)
st.markdown(
"""
<p style="text-align:right;"><em>Please use this tool responsibly and double-check all outputs.</em></p>
""",
unsafe_allow_html=True,
)