FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385991941> ?p ?o ?g. }

• W4385991941 endingPage "100" @default.
• W4385991941 startingPage "85" @default.
• W4385991941 abstract "A semantic analysis of documents offers a wide range of practical application scenarios. Thereby, the combination of handwriting recognizer and textual NLP models constitutes an intuitive solution. However, due to the difficulty of recognizing handwriting and the error propagation problem, optimized architectures are required. Recognition-free approaches proved to be robust, but often produce poorer results compared to recognition-based methods. In our opinion, a major reason for this is that recognition-free approaches do not use largely pre-trained semantic word embeddings, which proves to be one of the most powerful method in the textual domain. To overcome this limitation, we explore and evaluate several semantic embeddings for word image representation. We are able to show that context-based embedding methods are well suited for static word representations and that they are more predictive at word image level compared to classical static embedding methods. Furthermore, our recognition-free approach with pre-trained semantic information outperforms recognition-free as well as recognition-based approaches from the literature on several Named Entity Recognition benchmark datasets." @default.
• W4385991941 created "2023-08-19" @default.
• W4385991941 creator A5046695777 @default.
• W4385991941 creator A5048407937 @default.
• W4385991941 date "2023-01-01" @default.
• W4385991941 modified "2023-10-14" @default.
• W4385991941 title "Exploring Semantic Word Representations for Recognition-Free NLP on Handwritten Document Images" @default.
• W4385991941 cites W1554804307 @default.
• W4385991941 cites W2053317383 @default.
• W4385991941 cites W2152928267 @default.
• W4385991941 cites W2194775991 @default.
• W4385991941 cites W2250539671 @default.
• W4385991941 cites W2296283641 @default.
• W4385991941 cites W2493916176 @default.
• W4385991941 cites W2625800120 @default.
• W4385991941 cites W2785887616 @default.
• W4385991941 cites W2882319491 @default.
• W4385991941 cites W2889198729 @default.
• W4385991941 cites W2962739339 @default.
• W4385991941 cites W2963271566 @default.
• W4385991941 cites W2963908984 @default.
• W4385991941 cites W2966126763 @default.
• W4385991941 cites W2988217457 @default.
• W4385991941 cites W3003784944 @default.
• W4385991941 cites W3015862928 @default.
• W4385991941 cites W3021347667 @default.
• W4385991941 cites W3040983797 @default.
• W4385991941 cites W3049158684 @default.
• W4385991941 cites W3107880884 @default.
• W4385991941 cites W3173511996 @default.
• W4385991941 cites W3197730340 @default.
• W4385991941 cites W3198525710 @default.
• W4385991941 cites W3202367703 @default.
• W4385991941 cites W4238410424 @default.
• W4385991941 cites W4241698512 @default.
• W4385991941 cites W4285300561 @default.
• W4385991941 cites W4312302504 @default.
• W4385991941 cites W4312649342 @default.
• W4385991941 doi "https://doi.org/10.1007/978-3-031-41685-9_6" @default.
• W4385991941 hasPublicationYear "2023" @default.
• W4385991941 type Work @default.
• W4385991941 citedByCount "0" @default.
• W4385991941 crossrefType "book-chapter" @default.
• W4385991941 hasAuthorship W4385991941A5046695777 @default.
• W4385991941 hasAuthorship W4385991941A5048407937 @default.
• W4385991941 hasConcept C112640561 @default.
• W4385991941 hasConcept C13280743 @default.
• W4385991941 hasConcept C138885662 @default.
• W4385991941 hasConcept C151730666 @default.
• W4385991941 hasConcept C153180895 @default.
• W4385991941 hasConcept C154945302 @default.
• W4385991941 hasConcept C17744445 @default.
• W4385991941 hasConcept C185798385 @default.
• W4385991941 hasConcept C199539241 @default.
• W4385991941 hasConcept C204321447 @default.
• W4385991941 hasConcept C205649164 @default.
• W4385991941 hasConcept C2776359362 @default.
• W4385991941 hasConcept C2777462759 @default.
• W4385991941 hasConcept C2779343474 @default.
• W4385991941 hasConcept C2779386606 @default.
• W4385991941 hasConcept C28490314 @default.
• W4385991941 hasConcept C41008148 @default.
• W4385991941 hasConcept C41608201 @default.
• W4385991941 hasConcept C41895202 @default.
• W4385991941 hasConcept C52622490 @default.
• W4385991941 hasConcept C86803240 @default.
• W4385991941 hasConcept C90805587 @default.
• W4385991941 hasConcept C94625758 @default.
• W4385991941 hasConceptScore W4385991941C112640561 @default.
• W4385991941 hasConceptScore W4385991941C13280743 @default.
• W4385991941 hasConceptScore W4385991941C138885662 @default.
• W4385991941 hasConceptScore W4385991941C151730666 @default.
• W4385991941 hasConceptScore W4385991941C153180895 @default.
• W4385991941 hasConceptScore W4385991941C154945302 @default.
• W4385991941 hasConceptScore W4385991941C17744445 @default.
• W4385991941 hasConceptScore W4385991941C185798385 @default.
• W4385991941 hasConceptScore W4385991941C199539241 @default.
• W4385991941 hasConceptScore W4385991941C204321447 @default.
• W4385991941 hasConceptScore W4385991941C205649164 @default.
• W4385991941 hasConceptScore W4385991941C2776359362 @default.
• W4385991941 hasConceptScore W4385991941C2777462759 @default.
• W4385991941 hasConceptScore W4385991941C2779343474 @default.
• W4385991941 hasConceptScore W4385991941C2779386606 @default.
• W4385991941 hasConceptScore W4385991941C28490314 @default.
• W4385991941 hasConceptScore W4385991941C41008148 @default.
• W4385991941 hasConceptScore W4385991941C41608201 @default.
• W4385991941 hasConceptScore W4385991941C41895202 @default.
• W4385991941 hasConceptScore W4385991941C52622490 @default.
• W4385991941 hasConceptScore W4385991941C86803240 @default.
• W4385991941 hasConceptScore W4385991941C90805587 @default.
• W4385991941 hasConceptScore W4385991941C94625758 @default.
• W4385991941 hasLocation W43859919411 @default.
• W4385991941 hasOpenAccess W4385991941 @default.
• W4385991941 hasPrimaryLocation W43859919411 @default.
• W4385991941 hasRelatedWork W183832189 @default.
• W4385991941 hasRelatedWork W2107320953 @default.
• W4385991941 hasRelatedWork W2110485610 @default.
• W4385991941 hasRelatedWork W2116570169 @default.

• next