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Code and Data for the paper Improving negation detection with negation-focused pre-training

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Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
data		data
pretraining		pretraining
README.md		README.md
config.py		config.py
data_loader.py		data_loader.py
early_stopping.py		early_stopping.py
main.py		main.py
metrics.py		metrics.py
model.py		model.py
neg_model.py		neg_model.py
negation.py		negation.py
pretrained_config.py		pretrained_config.py
run.sh		run.sh
util_funct.py		util_funct.py

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negation-focused-pretraining

Code and Data for the paper Improving negation detection with negation-focused pre-training

Instruction

Adaptive pre-training code is in pretraining directory
Run negation detection pipeline: sh run.sh

Checkpoints and data

Negation detection dataset is in /data directory
Negation-focused data is in available at https://drive.google.com/file/d/16HTWCM2GUoRlPPs7RcZNEEObpQED_PNM/view?usp=sharing
CueNB is available at https://huggingface.co/joey234/cuenb

Acknowledgement

Negation detection code is based on the NegBERT implementation at https://github.com/adityak6798/Transformers-For-Negation-and-Speculation
Pre-training code is based on https://github.com/gucci-j/light-transformer-emnlp2021

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Code and Data for the paper Improving negation detection with negation-focused pre-training

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