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GitHub / kimdanny / user-simulation-t5
Official Code for SIGIR 2022 "A Multi-task Based Neural Model to Simulate Users in Goal Oriented Dialogue Systems". User Simulator generates user-side utterance, predicts user's next action and satisfaction level.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kimdanny%2Fuser-simulation-t5
Stars: 31
Forks: 1
Open Issues: 0
License: None
Language: Python
Repo Size: 14.8 MB
Dependencies:
8
Created: over 2 years ago
Updated: over 1 year ago
Last pushed: almost 2 years ago
Last synced: about 1 year ago
Topics: nlp, pytorch, sigir2022, t5, task-oriented-dialogue, user-satisfaction, user-simulation, utterance-generation
Files
Dependencies
- rich ==11.2.0
- rouge ==1.0.1
- sentence-transformers ==2.2.0
- sentencepiece ==0.1.96
- simpletransformers ==0.63.4
- textaugment ==1.3.1
- torch ==1.10.0
- transformers ==4.16.2