Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models
Paper • 2204.07483 • Published
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("pgfeldman/Yelp_French")
model = AutoModelForCausalLM.from_pretrained("pgfeldman/Yelp_French")Quick Links
A GPT-2 model finetuned on Yelp reviews of French cuisine restaraunts downloaded from the Yelp Open Dataset. The data from this and subsamples of cuisines are used in the paper Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models
The model is trained to produce text in response to the following prompts:
- "review:"
- "stars:"
- Downloads last month
- 4
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="pgfeldman/Yelp_French")