
- Baseline NLU model for the "AMUseBot" cooking taskbot prototype.
- ``roberta-base`` model finetuned with default hyperparameters for 10 epochs on intents from the CookDial (https://github.com/YiweiJiang2015/CookDial) dataset with an extra choose_recipe intent added. The ``simpletransformers`` library was used for fine-tuning.
- Intent mapping: {"0": "affirm", "1": "choose_recipe", "2": "confirm", "3": "goodbye", "4": "greeting", "5": "negate", "6": "other", "7": "req_amount", "8": "req_duration", "9": "req_ingredient", "10": "req_ingredient_list", "11": "req_ingredient_list_ends", "12": "req_ingredient_list_length", "13": "req_instruction", "14": "req_is_recipe_finished", "15": "req_is_recipe_ongoing", "16": "req_parallel_action", "17": "req_repeat", "18": "req_start", "19": "req_substitute", "20": "req_temperature", "21": "req_title", "22": "req_tool", "23": "req_use_all", "24": "thank"}. 
{"language": ["en"], "library_name": "transformers", "tags": ["text-classification"], "widget": [{"text": "What ingredients do I need?"}]}
transformers pytorch roberta text-classification en endpoints_compatible region:us
TAGS
#transformers #pytorch #roberta #text-classification #en #endpoints_compatible #region-us 


- Baseline NLU model for the "AMUseBot" cooking taskbot prototype.
- ''roberta-base'' model finetuned with default hyperparameters for 10 epochs on intents from the CookDial (URL dataset with an extra choose_recipe intent added. The ''simpletransformers'' library was used for fine-tuning.
- Intent mapping: {"0": "affirm", "1": "choose_recipe", "2": "confirm", "3": "goodbye", "4": "greeting", "5": "negate", "6": "other", "7": "req_amount", "8": "req_duration", "9": "req_ingredient", "10": "req_ingredient_list", "11": "req_ingredient_list_ends", "12": "req_ingredient_list_length", "13": "req_instruction", "14": "req_is_recipe_finished", "15": "req_is_recipe_ongoing", "16": "req_parallel_action", "17": "req_repeat", "18": "req_start", "19": "req_substitute", "20": "req_temperature", "21": "req_title", "22": "req_tool", "23": "req_use_all", "24": "thank"}. 
TAGS
#transformers #pytorch #roberta #text-classification #en #endpoints_compatible #region-us 

TAGS
#transformers #pytorch #roberta #text-classification #en #endpoints_compatible #region-us 
