We Need to Talk About Classification Evaluation Metrics in NLP
Peter Vickers, Loic Barrault, Emilio Monti, Nikolaos Aletras
- Anthology ID:
- 2023.ijcnlp-main.33
- Volume:
- Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- Month:
- November
- Year:
- 2023
- Address:
- Nusa Dua, Bali
- Editors:
- Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi
- Venues:
- IJCNLP | AACL
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 498–510
- Language:
- URL:
- https://aclanthology.org/2023.ijcnlp-main.33
- DOI:
- 10.18653/v1/2023.ijcnlp-main.33
- Cite (ACL):
- Peter Vickers, Loic Barrault, Emilio Monti, and Nikolaos Aletras. 2023. We Need to Talk About Classification Evaluation Metrics in NLP. In Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), pages 498–510, Nusa Dua, Bali. Association for Computational Linguistics.
- Cite (Informal):
- We Need to Talk About Classification Evaluation Metrics in NLP (Vickers et al., IJCNLP-AACL 2023)
- PDF:
- https://preview.aclanthology.org/proper-vol2-ingestion/2023.ijcnlp-main.33.pdf