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--- |
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license: cc-by-nc-sa-4.0 |
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task_categories: |
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- token-classification |
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language: |
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- en |
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pretty_name: SeCoDa |
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--- |
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# SeCoDa [![CC BY-NC-SA 4.0][cc-by-nc-sa-shield]][cc-by-nc-sa] |
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Repository for the Sense Complexity Dataset (SeCoDa) |
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# Paper |
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For more information on the SeCoDa, see the [paper](http://www.lrec-conf.org/proceedings/lrec2020/pdf/2020.lrec-1.730.pdf). |
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Publications using this dataset must include a reference to the following publication: |
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<pre> |
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SeCoDa: Sense Complexity Dataset. David Strohmaier, Sian Gooding, Shiva Taslimipoor, Ekaterina Kochmar. Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), pages 5964–5969, Marseille, 11–16 May 2020 |
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</pre> |
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The dataset is based on the earlier CWIG3G2 dataset, see the [paper](https://aclanthology.org/I17-2068.pdf) and [website](https://www.inf.uni-hamburg.de/en/inst/ab/lt/resources/data/complex-word-identification-dataset.html). The relevant citation is |
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<pre> |
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Seid Muhie Yimam, Sanja Štajner, Martin Riedl, and Chris Biemann (2017): CWIG3G2 - Complex Word Identification Task across Three Text Genres and Two User Groups. In Proceedings of The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017). Taipei, Taiwan |
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</pre> |
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The complexity data can be found in the CWIG3G2 dataset and combined with the senses provided by SeCoDa. |
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# Repository Content |
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Main data are found in SeCoDa.tsv. The columns are structured as follows. |
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1. Token to be disambiguated. |
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2. Offset start for token in context |
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3. Offset end for token in context |
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4. Context (sentence in which token occurs) |
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5. Selected sense |
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6. Comments (also contains MWE information) |
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Example: |
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| target | offset_start | offset_end | context | sense | comments | |
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| ------- |:------------:| ----------:| ------------------:| ----------------:| --------:| |
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| abroad | 39 | 45 | As we emerge... | OTHER COUNTRY... | - | |
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| abroad | 39 | 45 | As we emerge... | OTHER COUNTRY... | - | |
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| abroad | 73 | 79 | #1-8 The speech... | OTHER COUNTRY... | - | |
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The senses are drawn from the [Cambridge Advanced Learner's Dictionary](https://dictionary.cambridge.org). |
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*UPDATE*: Two missing entries have been added and typos in comments have been corrected. |
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*UPDATE*: Added further information to readme. |
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This work is licensed under a [Creative Commons Attribution-NonCommerial-ShareAlike 4.0 |
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International License][cc-by-nc-sa]. |
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[![CC BY-NC-SA 4.0][cc-by-nc-sa-image]][cc-by-nc-sa] |
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[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/ |
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[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png |
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[cc-by-nc-sa-shield]: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg |
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