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nasa-petal
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PeTaL-labeller
The PeTaL labeler labels journal articles with biomimicry functions.
https://petal-labeller.readthedocs.io/en/latest/
The Unlicense
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Identify the characteristics of a paper describing thermal management in nature
#39
bruffridge
opened
3 years ago
0
Make use of the citation graph to improve labeling
#37
hschilling
opened
3 years ago
1
Investigate TF-IDF
#36
pjuangph
opened
3 years ago
0
new tokens again
#35
pjuangph
closed
3 years ago
0
Paht
#34
pjuangph
closed
3 years ago
0
Look into most cost effective way to run the Sagemaker endpoint
#33
bruffridge
opened
3 years ago
0
ERROR: No matching distribution found for torch==1.8.1+cpu
#32
bruffridge
closed
3 years ago
0
duplicate code?
#31
bruffridge
closed
3 years ago
4
Create requirements.txt
#30
pjuangph
closed
3 years ago
0
Paht
#29
pjuangph
closed
3 years ago
0
Adapt Huggingface predictor to PubMed
#28
pjuangph
opened
3 years ago
1
Add code to shruti's labeller to estimate accuracy of train and validation datasets
#27
pjuangph
closed
3 years ago
0
Model Error: Please provide a model_fn implementation
#26
bruffridge
closed
3 years ago
1
Paht
#25
pjuangph
closed
3 years ago
0
Look into domain adaptive pre-training
#24
bruffridge
opened
3 years ago
0
Prepend the title to the abstract before running it through the ML model.
#23
bruffridge
closed
3 years ago
0
Get to 90% precision
#22
bruffridge
closed
2 years ago
1
See if we can expand our training dataset by leveraging NLM MeSH labels or Microsoft Academic topics
#21
bruffridge
closed
3 years ago
1
adding SciBERT models
#20
shrutix
closed
3 years ago
0
Test out how well the ML model abstains from applying labels to abstracts that don't belong within the biomimicry taxonomy.
#19
bruffridge
opened
3 years ago
2
Instrument Labebller using WandB
#18
pyvelepor
opened
3 years ago
0
CORE dataset vs. Semantic Scholar
#17
bruffridge
opened
3 years ago
1
Preprocess new abstract data
#16
shrutix
closed
3 years ago
3
Set up a meeting with Semantic Scholar/AI2
#15
ARalevski
closed
3 years ago
0
Improve labeller accuracy by exploiting hierarchy of labels
#14
bruffridge
closed
3 years ago
1
Add biology words to ML model
#13
bruffridge
closed
3 years ago
12
Latest labeler notebooks
#12
shrutix
closed
3 years ago
4
create model tarball for deployment to sagemaker
#11
bruffridge
closed
3 years ago
2
Adding sagemaker code
#10
pjuangph
closed
3 years ago
0
Mock up the labeller
#9
bruffridge
closed
3 years ago
1
See if we can use Snorkel
#8
bruffridge
closed
3 years ago
1
Article Ranking System
#7
shrutix
opened
3 years ago
0
readme updates for transformers
#6
shrutix
closed
3 years ago
0
Wiki and AskNature parsing scripts
#5
shrutix
closed
3 years ago
0
Add gitignore
#4
shrutix
closed
3 years ago
0
First prototype of auto labeler
#3
shrutix
closed
3 years ago
2
Find a production environment to run the labeller
#2
bruffridge
closed
3 years ago
0
auto assign labels from a predefined list to wikipedia articles on biological entities
#1
bruffridge
closed
3 years ago
3
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