1 |
Towards combined semantic and lexical scores based on a new representation of textual data to extract experimental data from scientific publications
|
|
|
|
In: ISSN: 1751-5858 ; EISSN: 1751-5866 ; International Journal of Intelligent Information and Database Systems ; https://hal.inrae.fr/hal-03616243 ; International Journal of Intelligent Information and Database Systems, Inderscience, 2022, 15 (1), pp.78. ⟨10.1504/IJIIDS.2022.120146⟩ (2022)
|
|
Abstract:
International audience ; This article presents an ontological and terminological resource guided process for targeted extraction of scientific experimental data. Our method relies on the scientific publication representation (SciPuRe) describing the extracted data through ontological, lexical and structural (using segments in the scientific documents) features. Relevance scores based on these features are computed to rank the results and filter out the numerous false positives. Linear and sequential combinations of these scores are presented and evaluated. Experiments were carried out on a corpus of 50 English language scientific papers in the food packaging field. They revealed that article segment are an effective criterion for filtering out a majority of the quantitative entity false positives using lexical scores. Moreover the best symbolic entity extraction results were obtained with a sequential combinations of semantic and lexical scores. These results enable the ranking of entities by relevance and the filtering of false positive results.
|
|
Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; data extraction; data relevance; data representation; information retrieval; ontological and terminological resource; OTR; web scientific documents
|
|
URL: https://hal.inrae.fr/hal-03616243 https://doi.org/10.1504/IJIIDS.2022.120146
|
|
BASE
|
|
Hide details
|
|
2 |
Assessing the impact of OCR noise on multilingual event detection over digitised documents
|
|
|
|
In: ISSN: 1432-5012 ; EISSN: 1432-1300 ; International Journal on Digital Libraries ; https://hal.archives-ouvertes.fr/hal-03635985 ; International Journal on Digital Libraries, Springer Verlag, 2022, ⟨10.1007/s00799-022-00325-2⟩ (2022)
|
|
BASE
|
|
Show details
|
|
3 |
Introducing the HIPE 2022 Shared Task: Named Entity Recognition and Linking in Multilingual Historical Documents
|
|
|
|
In: Advances in Information Retrieval. 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II ; https://hal.archives-ouvertes.fr/hal-03635971 ; Matthias Hagen; Suzan Verberne; Craig Macdonald; Christin Seifert; Krisztian Balog; Kjetil Nørvåg; Vinay Setty. Advances in Information Retrieval. 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II, 13186, Springer International Publishing, pp.347-354, 2022, Lecture Notes in Computer Science, 978-3-030-99738-0. ⟨10.1007/978-3-030-99739-7_44⟩ (2022)
|
|
BASE
|
|
Show details
|
|
8 |
Text Mining from Free Unstructured Text: An Experiment of Time Series Retrieval for Volcano Monitoring
|
|
|
|
In: Applied Sciences; Volume 12; Issue 7; Pages: 3503 (2022)
|
|
BASE
|
|
Show details
|
|
9 |
Sentence Boundary Extraction from Scientific Literature of Electric Double Layer Capacitor Domain: Tools and Techniques
|
|
|
|
In: Applied Sciences; Volume 12; Issue 3; Pages: 1352 (2022)
|
|
BASE
|
|
Show details
|
|
10 |
Analysis of the Full-Size Russian Corpus of Internet Drug Reviews with Complex NER Labeling Using Deep Learning Neural Networks and Language Models
|
|
|
|
In: Applied Sciences; Volume 12; Issue 1; Pages: 491 (2022)
|
|
BASE
|
|
Show details
|
|
11 |
Experiences on the Improvement of Logic-Based Anaphora Resolution in English Texts
|
|
|
|
In: Electronics; Volume 11; Issue 3; Pages: 372 (2022)
|
|
BASE
|
|
Show details
|
|
13 |
Topic models do not model topics: epistemological remarks and steps towards best practices
|
|
|
|
In: EISSN: 2416-5999 ; Journal of Data Mining and Digital Humanities ; https://hal.archives-ouvertes.fr/hal-03261599 ; Journal of Data Mining and Digital Humanities, Episciences.org, 2021, 2021, ⟨10.46298/jdmdh.7595⟩ (2021)
|
|
BASE
|
|
Show details
|
|
14 |
Indirectly Named Entity Recognition ; Reconnaissance d'entités indirectement nommées
|
|
|
|
In: ISSN: 2530-9455 ; Journal of Computer-Assisted Linguistic Research (JCLR) ; https://hal.archives-ouvertes.fr/hal-03476411 ; Journal of Computer-Assisted Linguistic Research (JCLR), Universitat Politècnica de València, 2021, 5 (1), pp.27-46. ⟨10.4995/JCLR.2021.15922⟩ ; https://polipapers.upv.es/index.php/jclr/index (2021)
|
|
BASE
|
|
Show details
|
|
15 |
Atténuer les erreurs de numérisation dans la reconnaissance d'entités nommées pour les documents historiques
|
|
|
|
In: Conférence en Recherche d'Informations et Applications (CORIA 2021) ; https://hal.archives-ouvertes.fr/hal-03320332 ; Conférence en Recherche d'Informations et Applications (CORIA 2021), ARIA : Association Francophone de Recherche d’Information (RI) et Applications, Apr 2021, Grenoble (virtuel), France. pp.1 - 7 ; http://coria.asso-aria.org/2021/articles/mini_24/main.pdf (2021)
|
|
BASE
|
|
Show details
|
|
16 |
WEIR-P: An Information Extraction Pipeline for the Wastewater Domain
|
|
|
|
In: RCIS 2021 - 5th International Conference on Research Challenges in Information Science ; https://hal.archives-ouvertes.fr/hal-03211461 ; RCIS 2021 - 5th International Conference on Research Challenges in Information Science, May 2021, Virtual, Cyprus (2021)
|
|
BASE
|
|
Show details
|
|
17 |
Mapping the evolution of topics published by Education for Information. Interdisciplinary Journal of Information Studies
|
|
|
|
In: ISSN: 0167-8329 ; Education for Information ; https://hal.archives-ouvertes.fr/hal-03392553 ; Education for Information, IOS Press, 2021 (2021)
|
|
BASE
|
|
Show details
|
|
18 |
LILLIE : information extraction and database integration using linguistics and learning-based algorithms ...
|
|
|
|
BASE
|
|
Show details
|
|
19 |
Exploring Construction of a Company Domain-Specific Knowledge Graph from Financial Texts Using Hybrid Information Extraction
|
|
Jen, Chun-Heng. - : KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021
|
|
BASE
|
|
Show details
|
|
|
|