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import streamlit as st
from app.draw_diagram import *
def dashboard():
st.title("SeaEval")
"""
[gh]: https://github.com/SeaEval/SeaEval
[][gh]
"""
seaeval_url = "https://seaeval.github.io/"
st.markdown("[SeaEval](%s) is the new benchmark for multilingual foundation models consisting of 28 dataset." % seaeval_url)
st.markdown(".... haven't finished yet ...")
def cross_lingual_consistency():
st.title("Cross-Lingual Consistency")
filters_levelone = ['Zero Shot', 'Few Shot']
filters_leveltwo = ['Cross-MMLU', 'Cross-XQUAD', 'Cross-LogiQA']
category_one_dict = {'Zero Shot': 'zero_shot',
'Few Shot': 'few_shot'}
category_two_dict = {'Cross-MMLU': 'cross_mmlu',
'Cross-XQUAD': 'cross_xquad',
'Cross-LogiQA': 'cross_logiqa'}
left, center, _, middle,right = st.columns([0.2, 0.2, 0.2, 0.2 ,0.2])
with left:
category_one = st.selectbox('Select Zero / Few shot', filters_levelone)
with center:
category_two = st.selectbox('Select the sub-category', filters_leveltwo)
with middle:
sort = st.selectbox('Sort', ['Accuracy','Cross-Lingual Consistency', 'AC3',
'English', 'Chinese', 'Spanish', 'Vietnamese'])
with right:
sorted = st.selectbox('by', ['Ascending', 'Descending'])
if category_one or category_two or sort or sorted:
category_one = category_one_dict[category_one]
category_two = category_two_dict[category_two]
draw_cross_lingual(category_one, category_two, sort, sorted)
else:
draw_cross_lingual('zero_shot', 'cross_mmlu', 'Accuracy', 'Descending')
def cultural_reasoning():
st.title("Cultural Reasoning")
filters_levelone = ['Zero Shot', 'Few Shot']
filters_leveltwo = ['SG EVAL', 'CN EVAL', 'PH EVAL', 'US EVAL']
category_one_dict = {'Zero Shot': 'zero_shot',
'Few Shot': 'few_shot'}
left, center, _, right = st.columns([0.2, 0.2, 0.4, 0.2])
with left:
category_one = st.selectbox('Select Zero / Few shot', filters_levelone)
with center:
category_two = st.selectbox('Select the sub-category', filters_leveltwo)
with right:
sorted = st.selectbox('sorted by', ['Ascending', 'Descending'])
if category_one or category_two or sorted:
category_one = category_one_dict[category_one]
draw_only_acc('cultural_reasoning', category_one, category_two, sorted)
else:
draw_only_acc('cultural_reasoning', 'zero_shot', 'sg_eval', 'Descending')
def general_reasoning():
st.title("General Reasoning")
filters_levelone = ['Zero Shot', 'Few Shot']
filters_leveltwo = ['MMLU', 'C Eval', 'CMMLU', 'ZBench', 'IndoMMLU']
category_one_dict = {'Zero Shot': 'zero_shot',
'Few Shot': 'few_shot'}
left, center, _, right = st.columns([0.2, 0.2, 0.4, 0.2])
with left:
category_one = st.selectbox('Select Zero / Few shot', filters_levelone)
with center:
category_two = st.selectbox('Select the sub-category', filters_leveltwo)
with right:
sorted = st.selectbox('sorted by', ['Ascending', 'Descending'])
if category_one or category_two or sorted:
category_one = category_one_dict[category_one]
draw_only_acc('general_reasoning', category_one, category_two, sorted)
else:
draw_only_acc('general_reasoning', 'zero_shot', 'MMLU Full', 'Descending')
def flores():
st.title("FLORES-Translation")
filters_levelone = ['Zero Shot', 'Few Shot']
filters_leveltwo = ['Indonesian to English', 'Vitenamese to English', 'Chinese to English', 'Nalay to English']
category_one_dict = {'Zero Shot': 'zero_shot',
'Few Shot': 'few_shot'}
left, center, _, right = st.columns([0.2, 0.2, 0.4, 0.2])
with left:
category_one = st.selectbox('Select Zero / Few shot', filters_levelone)
with center:
category_two = st.selectbox('Select the sub-category', filters_leveltwo)
with right:
sorted = st.selectbox('sorted by', ['Ascending', 'Descending'])
if category_one or category_two or sorted:
category_one = category_one_dict[category_one]
draw_flores_translation(category_one, category_two, sorted)
else:
draw_flores_translation('zero_shot', 'Indonesian to English', 'Descending')
def emotion():
st.title("Emotion")
filters_levelone = ['Zero Shot', 'Few Shot']
filters_leveltwo = ['Indonesian Emotion Classification', 'SST2']
category_one_dict = {'Zero Shot': 'zero_shot',
'Few Shot': 'few_shot'}
left, center, _, right = st.columns([0.2, 0.2, 0.4, 0.2])
with left:
category_one = st.selectbox('Select Zero / Few shot', filters_levelone)
with center:
category_two = st.selectbox('Select the sub-category', filters_leveltwo)
with right:
sorted = st.selectbox('sorted by', ['Ascending', 'Descending'])
if category_one or category_two or sorted:
category_one = category_one_dict[category_one]
draw_only_acc('emotion', category_one, category_two, sorted)
else:
draw_only_acc('emotion', 'zero_shot', 'Indonesian Emotion Classification', 'Descending')
def dialogue():
st.title("Dialogue")
filters_levelone = ['Zero Shot', 'Few Shot']
filters_leveltwo = ['DREAM', 'SAMSum', 'DialogSum']
category_one_dict = {'Zero Shot': 'zero_shot',
'Few Shot': 'few_shot'}
left, center, _, middle,right = st.columns([0.2, 0.2, 0.2, 0.2 ,0.2])
with left:
category_one = st.selectbox('Select Zero / Few shot', filters_levelone)
with center:
category_two = st.selectbox('Select the sub-category', filters_leveltwo)
with middle:
if category_two == 'DREAM':
sort = st.selectbox('Sort', ['Accuracy'])
else:
sort = st.selectbox('Sort', ['Average', 'ROUGE-1', 'ROUGE-2', 'ROUGE-L'])
with right:
sorted = st.selectbox('by', ['Ascending', 'Descending'])
if category_one or category_two or sort or sorted:
category_one = category_one_dict[category_one]
draw_dialogue(category_one, category_two, sort, sorted)
else:
draw_dialogue('zero_shot', 'DREAM', sort[0],'Descending')
def fundamental_nlp_tasks():
st.title("Fundamental NLP Tasks")
filters_levelone = ['Zero Shot', 'Few Shot']
filters_leveltwo = ['OCNLI', 'C3', 'COLA', 'QQP', 'MNLI', 'QNLI', 'WNLI', 'RTE', 'MRPC']
category_one_dict = {'Zero Shot': 'zero_shot',
'Few Shot': 'few_shot'}
left, center, _, right = st.columns([0.2, 0.2, 0.4, 0.2])
with left:
category_one = st.selectbox('Select Zero / Few shot', filters_levelone)
with center:
category_two = st.selectbox('Select the sub-category', filters_leveltwo)
with right:
sorted = st.selectbox('sorted by', ['Ascending', 'Descending'])
if category_one or category_two or sorted:
category_one = category_one_dict[category_one]
draw_only_acc('fundamental_nlp_tasks', category_one, category_two, sorted)
else:
draw_only_acc('fundamental_nlp_tasks', 'zero_shot', 'OCNLI', 'Descending') |