Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866911911746994176 |
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| author | Ranathunga, Surangika de Silva, Nisansa Jayakody, Dilith Fernando, Aloka |
| author_facet | Ranathunga, Surangika de Silva, Nisansa Jayakody, Dilith Fernando, Aloka |
| contents | We analysed a sample of NLP research papers archived in ACL Anthology as an attempt to quantify the degree of openness and the benefit of such an open culture in the NLP community. We observe that papers published in different NLP venues show different patterns related to artefact reuse. We also note that more than 30% of the papers we analysed do not release their artefacts publicly, despite promising to do so. Further, we observe a wide language-wise disparity in publicly available NLP-related artefacts. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_06021 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research Ranathunga, Surangika de Silva, Nisansa Jayakody, Dilith Fernando, Aloka Computation and Language We analysed a sample of NLP research papers archived in ACL Anthology as an attempt to quantify the degree of openness and the benefit of such an open culture in the NLP community. We observe that papers published in different NLP venues show different patterns related to artefact reuse. We also note that more than 30% of the papers we analysed do not release their artefacts publicly, despite promising to do so. Further, we observe a wide language-wise disparity in publicly available NLP-related artefacts. |
| title | Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2406.06021 |