XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation

Author:

Yu Jifan1,Zhang Xiaohan2,Xu Yifan1,Lei Xuanyu1,Guan Xinyu3,Zhang Jing4,Hou Lei1,Li Juanzi1,Tang Jie1

Affiliation:

1. Tsinghua University, Beijing, China

2. Tsinghua University & Zhipu.AI, Beijing, China

3. Biendata, Beijing, China

4. Renmin University of China, Beijing, China

Funder

a grant from the Institute for Guo Qiang, Tsinghua University

a grant from Beijing Academy of Artificial Intelligence (BAAI)

the National Key Research and Development Program of China

the NSFC for Distinguished Young Scholar

Publisher

ACM

Reference37 articles.

1. Siqi Bao , Huang He , Fan Wang , Hua Wu , Haifeng Wang , Wenquan Wu , Zhihua Wu , 2021 . Plato-xl: Exploring the large-scale pre-training of dialogue generation. arXiv preprint arXiv:2109.09519 (2021). Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, et al. 2021. Plato-xl: Exploring the large-scale pre-training of dialogue generation. arXiv preprint arXiv:2109.09519 (2021).

2. Rishi Bommasani Drew A Hudson Ehsan Adeli Russ Altman Simran Arora Sydney von Arx Michael S Bernstein Jeannette Bohg Antoine Bosselut Emma Brunskill etal 2021. On the opportunities and risks of foundation models. arXiv preprint arXiv:2108.07258 (2021). Rishi Bommasani Drew A Hudson Ehsan Adeli Russ Altman Simran Arora Sydney von Arx Michael S Bernstein Jeannette Bohg Antoine Bosselut Emma Brunskill et al. 2021. On the opportunities and risks of foundation models. arXiv preprint arXiv:2108.07258 (2021).

3. Tom B Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. NeuralPS (2020). Tom B Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. NeuralPS (2020).

4. A Recurrent BERT-based Model for Question Generation

5. Transformer-XL: Attentive Language Models beyond a Fixed-Length Context

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