Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss
Has this study been replicated?
The atlas records 1 replication of this study. Recorded outcomes: 1 successful. The earliest on record is from 2017.
Replications
- Do LSTMs really work so well for PoS tagging? – A replication study, Horsmann & Zesch (2017). Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing. Outcome recorded: successful.
Our replication confirms the result in general, and we additionally find that the advantage of LSTMs is even bigger for larger tagsets.
Outcome read from the abstract. View paper
Cite this record
Plank, B., Søgaard, A., & Goldberg, Y. (2016). Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 412–418. https://doi.org/10.18653/v1/p16
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