AANN-Detector

This model is a fine-tuned version of bert-base-uncased on a custom dataset that detects if a sentence contains the interesting "Indefinite Article + Adjective + Numeral + Noun" construction.

For instance: A beautiful five days counts but "A five beautiful days" does not, since the numeral precedes the adjective.

This idea was inspired by Chris Potts' "obscure" classifier to detect the PiPP construction.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Framework versions

Transformers 4.35.0
Pytorch 2.1.0+cu121
Datasets 2.2.1
Tokenizers 0.14.1

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Safetensors

Model size

0.1B params

Tensor type

F32

Model tree for kanishka/aann-detector

Base model

google-bert/bert-base-uncased

Finetuned

(6816)

this model