Matches in SemOpenAlex for { <https://semopenalex.org/work/W4212964822> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4212964822 abstract "Our world is constantly evolving, and so is the content on the web. Consequently, our languages, often said to mirror the world, are dynamic in nature. However, most current contextual language models are static and cannot adapt to changes over time. In this work, we propose a temporal contextual language model called TempoBERT, which uses time as an additional context of texts. Our technique is based on modifying texts with temporal information and performing time masking - specific masking for the supplementary time information. We leverage our approach for the tasks of semantic change detection and sentence time prediction, experimenting on diverse datasets in terms of time, size, genre, and language. Our extensive evaluation shows that both tasks benefit from exploiting time masking." @default.
- W4212964822 created "2022-02-24" @default.
- W4212964822 creator A5029708595 @default.
- W4212964822 creator A5035284207 @default.
- W4212964822 creator A5087912084 @default.
- W4212964822 date "2022-02-11" @default.
- W4212964822 modified "2023-10-17" @default.
- W4212964822 title "Time Masking for Temporal Language Models" @default.
- W4212964822 cites W1812967757 @default.
- W4212964822 cites W1832693441 @default.
- W4212964822 cites W2039297031 @default.
- W4212964822 cites W2079066173 @default.
- W4212964822 cites W2148931201 @default.
- W4212964822 cites W2250539671 @default.
- W4212964822 cites W2473408052 @default.
- W4212964822 cites W2517194566 @default.
- W4212964822 cites W2767634260 @default.
- W4212964822 cites W2788036042 @default.
- W4212964822 cites W2799119017 @default.
- W4212964822 cites W2804830075 @default.
- W4212964822 cites W2931922640 @default.
- W4212964822 cites W2948599618 @default.
- W4212964822 cites W2949573100 @default.
- W4212964822 cites W2950883770 @default.
- W4212964822 cites W2952276524 @default.
- W4212964822 cites W2963626743 @default.
- W4212964822 cites W2963780471 @default.
- W4212964822 cites W2970476646 @default.
- W4212964822 cites W3002481786 @default.
- W4212964822 cites W3020268419 @default.
- W4212964822 cites W3021480884 @default.
- W4212964822 cites W3035345764 @default.
- W4212964822 cites W3044438666 @default.
- W4212964822 cites W3101767658 @default.
- W4212964822 cites W3115228514 @default.
- W4212964822 cites W3154525977 @default.
- W4212964822 cites W3167421168 @default.
- W4212964822 doi "https://doi.org/10.1145/3488560.3498529" @default.
- W4212964822 hasPublicationYear "2022" @default.
- W4212964822 type Work @default.
- W4212964822 citedByCount "8" @default.
- W4212964822 countsByYear W42129648222022 @default.
- W4212964822 countsByYear W42129648222023 @default.
- W4212964822 crossrefType "proceedings-article" @default.
- W4212964822 hasAuthorship W4212964822A5029708595 @default.
- W4212964822 hasAuthorship W4212964822A5035284207 @default.
- W4212964822 hasAuthorship W4212964822A5087912084 @default.
- W4212964822 hasBestOaLocation W42129648222 @default.
- W4212964822 hasConcept C137293760 @default.
- W4212964822 hasConcept C142362112 @default.
- W4212964822 hasConcept C151730666 @default.
- W4212964822 hasConcept C153083717 @default.
- W4212964822 hasConcept C153349607 @default.
- W4212964822 hasConcept C154945302 @default.
- W4212964822 hasConcept C204321447 @default.
- W4212964822 hasConcept C2777402240 @default.
- W4212964822 hasConcept C2777530160 @default.
- W4212964822 hasConcept C2779343474 @default.
- W4212964822 hasConcept C28490314 @default.
- W4212964822 hasConcept C41008148 @default.
- W4212964822 hasConcept C86803240 @default.
- W4212964822 hasConceptScore W4212964822C137293760 @default.
- W4212964822 hasConceptScore W4212964822C142362112 @default.
- W4212964822 hasConceptScore W4212964822C151730666 @default.
- W4212964822 hasConceptScore W4212964822C153083717 @default.
- W4212964822 hasConceptScore W4212964822C153349607 @default.
- W4212964822 hasConceptScore W4212964822C154945302 @default.
- W4212964822 hasConceptScore W4212964822C204321447 @default.
- W4212964822 hasConceptScore W4212964822C2777402240 @default.
- W4212964822 hasConceptScore W4212964822C2777530160 @default.
- W4212964822 hasConceptScore W4212964822C2779343474 @default.
- W4212964822 hasConceptScore W4212964822C28490314 @default.
- W4212964822 hasConceptScore W4212964822C41008148 @default.
- W4212964822 hasConceptScore W4212964822C86803240 @default.
- W4212964822 hasLocation W42129648221 @default.
- W4212964822 hasLocation W42129648222 @default.
- W4212964822 hasOpenAccess W4212964822 @default.
- W4212964822 hasPrimaryLocation W42129648221 @default.
- W4212964822 hasRelatedWork W1980230116 @default.
- W4212964822 hasRelatedWork W2083530853 @default.
- W4212964822 hasRelatedWork W2092272653 @default.
- W4212964822 hasRelatedWork W2146114872 @default.
- W4212964822 hasRelatedWork W2375873920 @default.
- W4212964822 hasRelatedWork W2392060890 @default.
- W4212964822 hasRelatedWork W2392760275 @default.
- W4212964822 hasRelatedWork W2982905616 @default.
- W4212964822 hasRelatedWork W3081694532 @default.
- W4212964822 hasRelatedWork W4387002515 @default.
- W4212964822 isParatext "false" @default.
- W4212964822 isRetracted "false" @default.
- W4212964822 workType "article" @default.