Our Dialogue System Sucks - but Luckily we are at the Top of the Leaderboard!: A Discussion on Current Practices in NLP Evaluation

Author:

Braggaar Anouck1ORCID,He Linwei1ORCID,De Wit Jan1ORCID

Affiliation:

1. Department of Communication and Cognition, Tilburg School of Humanities and Digital Sciences, Tilburg University, Netherlands

Funder

Dutch Research Council (NWO)

Publisher

ACM

Reference43 articles.

1. Philip Altbach. 2006. The dilemmas of ranking. International higher education42 (2006).

2. Anthropic. 2023. Introducing Claude. (2023). https://www.anthropic.com/news/introducing-claude First published on March 14 2023. Last checked on 27 March 2024.

3. Simone Balloccu, Patrícia Schmidtová, Mateusz Lango, and Ondrej Dusek. 2024. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs. In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), Yvette Graham and Matthew Purver (Eds.). Association for Computational Linguistics, St. Julian’s, Malta, 67–93. https://aclanthology.org/2024.eacl-long.5

4. R.A. Blythe and W. Croft. 2010. Can a Science—Humanities Collaboration Be Successful?Adaptive Behavior 18 1 (2010) 12–20. https://doi.org/10.1177/1059712309350969 arXiv:https://doi.org/10.1177/1059712309350969

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