Built a Bert-based task-oriented dialogue system, which is a dialogue assistant for flight and restaurant reservation in Chinese. Implemented a Chinese query corpus based on ATIS dataset. Fine-tuned the intent classification and slot filling with Bert-pretrained language model based on PyTorch.
docdogtor/Chinese-Bert-based-Task-Oriented-Dialogue-System
A Bert-based task-oriented dialogue system, which is a dialogue assistant for flight and restaurant reservation in Chinese. A course final project of CSCI 544 (Applied Natural Language Processing).
Python