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I’ll share an interesting undergraduate project we’ve done through only pre-trained BERT model.
It can solve TOEIC blank problem(Part 5) better than me!
There are two types of problems: finding more contextual or grammatical sentence(word)
Q) The teacher had me _________ scales several times a day. 1. play (Answer) 2. to play 3. played 4. playing Selecting Correct Vocabulary Type.
Q) The wet weather _________ her from going shopping. 1. interrupted 2. obstructed 3. impeded 4. discouraged (Answer)
####Result
Total 7067 datasets
bert-base-uncased 5192( 73.46%)
bert-base-cased 5398(76.38%)
bert-large-uncased 5321( 75.29%)
bert-large-cased 5148( 72.84%)
My github repository is here:
submitted by /u/nlkey2022
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