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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2022
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| Soggetti: | |
| Accesso online: | https://arxiv.org/abs/2301.00200 |
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| _version_ | 1866917800218460160 |
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| author | Erhardt, Sebastian Ghosh, Mainak Buunk, Erik Rose, Michael E. Harhoff, Dietmar |
| author_facet | Erhardt, Sebastian Ghosh, Mainak Buunk, Erik Rose, Michael E. Harhoff, Dietmar |
| contents | Logic Mill is a scalable and openly accessible software system that identifies semantically similar documents within either one domain-specific corpus or multi-domain corpora. It uses advanced Natural Language Processing (NLP) techniques to generate numerical representations of documents. Currently it leverages a large pre-trained language model to generate these document representations. The system focuses on scientific publications and patent documents and contains more than 200 million documents. It is easily accessible via a simple Application Programming Interface (API) or via a web interface. Moreover, it is continuously being updated and can be extended to text corpora from other domains. We see this system as a general-purpose tool for future research applications in the social sciences and other domains. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2301_00200 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | Logic Mill -- A Knowledge Navigation System Erhardt, Sebastian Ghosh, Mainak Buunk, Erik Rose, Michael E. Harhoff, Dietmar Computation and Language Logic Mill is a scalable and openly accessible software system that identifies semantically similar documents within either one domain-specific corpus or multi-domain corpora. It uses advanced Natural Language Processing (NLP) techniques to generate numerical representations of documents. Currently it leverages a large pre-trained language model to generate these document representations. The system focuses on scientific publications and patent documents and contains more than 200 million documents. It is easily accessible via a simple Application Programming Interface (API) or via a web interface. Moreover, it is continuously being updated and can be extended to text corpora from other domains. We see this system as a general-purpose tool for future research applications in the social sciences and other domains. |
| title | Logic Mill -- A Knowledge Navigation System |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2301.00200 |