A Short Survey of Pre-trained Language Models for Conversational AI-A New Age in NLP

Author:

Zaib Munazza1,Sheng Quan Z.1,Emma Zhang Wei2

Affiliation:

1. Macquarie University, Australia

2. The University of Adelaide, Australia

Publisher

ACM

Reference20 articles.

1. Pawel Budzianowski and Ivan Vulic. 2019. Hello It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. CoRR abs/1907.05774(2019). arxiv:1907.05774 Pawel Budzianowski and Ivan Vulic. 2019. Hello It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. CoRR abs/1907.05774(2019). arxiv:1907.05774

2. MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling

3. BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer

4. QuAC: Question Answering in Context

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