LEARNED EVALUATION MODEL FOR GRADING QUALITY OF NATURAL LANGUAGE GENERATION OUTPUTS

• Main Authors: Sellam, Thibault, Parikh, Ankur, Das, Dipanjan
• Format: Patent
• Language: English
• Published: 11.01.2024
• Subjects: CALCULATING; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

Systems and methods for automatic evaluation of the quality of NLG outputs. In some aspects of the technology, a learned evaluation model may be pretrained first using NLG model pretraining tasks, and then with further pretraining tasks using automatically generated synthetic sentence pairs. In some...