LessLex

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About LessLex

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LessLex [bibcite key=colla2020lesslex] is novel multilingual lexical resource. Different from the vast majority of existing approaches, we ground our embeddings on a sense inventory made available from the BabelNet semantic network. In this setting, multilingual access is governed by the mapping of terms onto their underlying sense descriptions, such that all vectors co-exist in the same semantic space. As a result, for each term we have thus the “blended” terminological vector along with those describing all senses associated to that term.

LessLex has been tested on three tasks relevant to lexical semantics: conceptual similarity, contextual similarity, and semantic text similarity. We experimented over the principal data sets for such tasks in their multilingual and crosslingual variants, improving on or closely approaching state-of-the-art results.[/vc_column_text][/vc_column][/vc_row][vc_row][vc_column][vc_tta_tabs][vc_tta_section title=”Current version” tab_id=”1508292592358-705c0335-68dc”][vc_column_text]

Version 2.0

The version 2.0 of LessLex has been built by merging ConceptNet Numberbatch 19.08 and BabelNet 4.0.

The following table reports some statistics on the resource.
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Publication date

9 July 2020

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Version 1.0

The version 1.0 of LessLex has been built by merging ConceptNet Numberbatch 17.06 and BabelNet 4.0.

The following table reports some statistics on the resource.
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Publication date

9 July 2020

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Creative Commons License All of the above data is licensed under a Creative Commons Attribution 3.0 United States License.

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Reference papers

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