The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD
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Abstract (arXiv)
UKB is an open source collection of programs for performing, among other tasks, knowledge-based Word Sense Disambiguation (WSD). Since it was released in 2009 it has been often used out-of-the-box in sub-optimal settings. We show that nine years later it is the state-of-the-art on knowledge-based WSD. This case shows the pitfalls of releasing open source NLP software without optimal default settings and precise instructions for reproducibility.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 11 May 2018.
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Citing papers per year: 2021: 4.
4 papers.
- 2021A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graphcited by 2
- 2021EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word sensescited by 1
- 2021Multilingual Central Repository: a Cross-lingual Framework for Developing Wordnetscited by 0
- 2021Persian-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguationcited by 0
- 2021Persian-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation4 Jul 2021
- 2021Multilingual Central Repository: a Cross-lingual Framework for Developing Wordnets1 Jul 2021
- 2021EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word senses27 Feb 2021
- 2021A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph8 Jan 2021