Buy vs Sell Intent Classifier

Train Loss Validation Acc. Test Acc.
0.013 0.988 0.992

Sample Intents for Testings

LABEL_0 => "SELLING_INTENT"
LABEL_1 => "BUYING_INTENT"

Buying Intents

  • I am interested in this style of PGN-ES-D-6150 /Direct drive energy saving servo motor price and in doing business with you. Could you please send me the quotation
  • Hi, I am looking for a supplier of calcium magnesium carbonate fertilizer. Can you send 1 bag sample via air freight to the USA?
  • I am looking for the purple ombre dress with floral bodice in a size 12 for my wedding in June this year
  • we are interested in your Corned Beef. do you have any quality assurance certificates? looking forward to hearing from you.
  • I would like to know if pet nail clippers are of high quality. And if you would send a free sample?

Selling Intents

  • Black full body massage chair for sale.
  • Boiler over 7 years old
  • Polyester trousers black, size 24.
  • Oliver Twist £1, German Dictionary 50p (Cold War s0ld), Penguin Plays £1, post by arrangement. The bundle price is £2. Will separate (Twelfth Night and Sketch B&W Sold)
  • Brand new Royal Doulton bone China complete Dinner Service comprising 55 pieces including coffee pot and cups. (6 PLACE SETTING) ! 'Diana' design delicate pattern.

Usage in Transformers

from transformers import AutoTokenizer, AutoModelForSequenceClassification
  
tokenizer = AutoTokenizer.from_pretrained("obsei-ai/sell-buy-intent-classifier-bert-mini")

model = AutoModelForSequenceClassification.from_pretrained("obsei-ai/sell-buy-intent-classifier-bert-mini")

Due to the privacy reasons, I unfortunately can't share the dataset and its splits.

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