Perplexity (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Perplexity" in English language version.

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aclanthology.org

Miaschi, Alessio; Brunato, Dominique; Dell'Orletta, Felice; Venturi, Giulia (2021). "What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity". Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures. pp. 40–47. doi:10.18653/v1/2021.deelio-1.5. Archived from the original on 2023-10-24. Retrieved 2023-08-24.

Jozefowicz, Rafal, et al. "Exploring the limits of language modeling." arXiv preprint arXiv:1602.02410 (2016). [1] Archived 2021-05-04 at the Wayback Machine
Wilcox, Ethan Gotlieb, et al. "On the predictive power of neural language models for human real-time comprehension behavior." arXiv preprint arXiv:2006.01912 (2020). [2] Archived 2023-08-25 at the Wayback Machine

Brown, Peter F.; et al. (March 1992). "An Estimate of an Upper Bound for the Entropy of English" (PDF). Computational Linguistics. 18 (1). Archived (PDF) from the original on 2021-09-17. Retrieved 2007-02-07.

Jelinek, F.; Mercer, R. L.; Bahl, L. R.; Baker, J. K. (1977). "Perplexity—a measure of the difficulty of speech recognition tasks". The Journal of the Acoustical Society of America. 62 (S1): S63. Bibcode:1977ASAJ...62Q..63J. doi:10.1121/1.2016299. ISSN 0001-4966.
Miaschi, Alessio; Brunato, Dominique; Dell'Orletta, Felice; Venturi, Giulia (2021). "What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity". Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures. pp. 40–47. doi:10.18653/v1/2021.deelio-1.5. Archived from the original on 2023-10-24. Retrieved 2023-08-24.
Klakow, Dietrich; Peters, Jochen (2002). "Testing the correlation of word error rate and perplexity". Speech Communication. 38 (1–2): 19–28. doi:10.1016/S0167-6393(01)00041-3. ISSN 0167-6393.
Chen, Stanley F; Beeferman, Douglas; Rosenfeld, Roni (2018). "Evaluation Metrics For Language Models". Carnegie Mellon University. doi:10.1184/R1/6605324.v1.

Jelinek, F.; Mercer, R. L.; Bahl, L. R.; Baker, J. K. (1977). "Perplexity—a measure of the difficulty of speech recognition tasks". The Journal of the Acoustical Society of America. 62 (S1): S63. Bibcode:1977ASAJ...62Q..63J. doi:10.1121/1.2016299. ISSN 0001-4966.

Miaschi, Alessio; Brunato, Dominique; Dell'Orletta, Felice; Venturi, Giulia (2021). "What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity". Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures. pp. 40–47. doi:10.18653/v1/2021.deelio-1.5. Archived from the original on 2023-10-24. Retrieved 2023-08-24.
Brown, Peter F.; et al. (March 1992). "An Estimate of an Upper Bound for the Entropy of English" (PDF). Computational Linguistics. 18 (1). Archived (PDF) from the original on 2021-09-17. Retrieved 2007-02-07.
Jozefowicz, Rafal, et al. "Exploring the limits of language modeling." arXiv preprint arXiv:1602.02410 (2016). [1] Archived 2021-05-04 at the Wayback Machine
Wilcox, Ethan Gotlieb, et al. "On the predictive power of neural language models for human real-time comprehension behavior." arXiv preprint arXiv:2006.01912 (2020). [2] Archived 2023-08-25 at the Wayback Machine