Papers with Python module
Tools for The Production of Analogical Grids and a Resource of N-gram Analogical Grids in 11 Languages (L18-1)
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| Challenge: | a Python module implements several previously presented algorithms to build analogical grids from words contained in a corpus. |
| Approach: | They propose to release a Python module which implements several previously presented algorithms to build analogical grids from words contained in a corpus. |
| Outcome: | The tools were built on vocabularies contained in 1,000 lines of the 11 different language versions of the Europarl corpus v.3 and are language-independent, allowing their use with any language and any writing system. |
The State of Profanity Obfuscation in Natural Language Processing Scientific Publications (2023.findings-acl)
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| Challenge: | obfuscation is used for English but not other languages, and even then, unevenly. |
| Approach: | They propose a multilingual community resource called PrOf to standardize profanity obfuscation processes. |
| Outcome: | The proposed tool can help scientific publications to make hate speech work accessible and comparable, irrespective of language. |
TopicNet: Making Additive Regularisation for Topic Modelling Accessible (2020.lrec-1)
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Victor Bulatov, Vasiliy Alekseev, Konstantin Vorontsov, Darya Polyudova, Eugenia Veselova, Alexey Goncharov, Evgeny Egorov
| Challenge: | TopicNet is a Python module for topic modeling. |
| Approach: | They introduce a Python module for topic modeling that brings regularization topic modeling to non-specialists using a general-purpose language. |
| Outcome: | The proposed module aims to bring topic modeling to non-specialists using a general-purpose language. |
PyVallex: A Processing System for Valency Lexicon Data (2020.lrec-1)
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| Challenge: | PyVallex is a Python-based system for presenting, searching, filtering, editing and processing machine-readable lexicon data . the system provides most of the typical functionalities of a Dictionary Writing System (DWS) |
| Approach: | PyVallex is a Python-based system for presenting, searching, editing and processing machine-readable lexicon data. |
| Outcome: | the open source lexicon system is based on a parser, search engine and web-based interface . it provides most of the typical functionalities of a dictionary writing system . |