Do We Still Need Human Assessors? Prompt-Based GPT-3 User Simulation in Conversational AI

Author:

Meyer Selina1,Elsweiler David1,Ludwig Bernd1,Fernandez-Pichel Marcos2,Losada David E.2

Affiliation:

1. Chair of Information Science, University of Regensburg, Germany

2. Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain

Publisher

ACM

Reference28 articles.

1. Ron Artstein and Massimo Poesio . 2008. Inter-coder agreement for computational linguistics. Computational linguistics 34, 4 ( 2008 ), 555–596. Ron Artstein and Massimo Poesio. 2008. Inter-coder agreement for computational linguistics. Computational linguistics 34, 4 (2008), 555–596.

2. Paraphrasing with bilingual parallel corpora

3. Ms Aayushi Bansal Dr Rewa Sharma and Dr Mamta Kathuria. 2020. A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications. ACM Computing Surveys (CSUR)(2020). Ms Aayushi Bansal Dr Rewa Sharma and Dr Mamta Kathuria. 2020. A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications. ACM Computing Surveys (CSUR)(2020).

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

5. Tom Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared  D Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , 2020. Language models are few-shot learners. Advances in neural information processing systems 33 ( 2020 ), 1877–1901. Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020), 1877–1901.

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