1 |
Islands and Bridges of Language: Bio-Inspired Structural Analysis of Language Embedding Data
|
|
|
|
Abstract:
In this thesis, I propose a method of applying an agent-based model named Monte Carlo Physarum Machine (MCPM) to language embedding data. This method has been previously applied in astronomy for inferring the quasi-fractal structure of the cosmic web. In this thesis, I show that this model can provide a distinct scope to understand, analyze and extract information from language embedding data. I assess the novelty of the algorithm rst by identifying the characteristics of the revealed structure through visualization, and generate word similarity metrics in comparison with other status quo similarity metrics. In addition, I propose a visualization tool to further help explore the language embedding space in 3D. As a result, I argue that both the MCPM method and the visualization tool can assist examining the structure of language embedding in the reduced 3D space.
|
|
Keyword:
Computer science; Data Science; Data Visualization; Digital Media; Information Retrieval; Linguistics; Natural Language Processing
|
|
URL: https://escholarship.org/uc/item/6zj1r9ch
|
|
BASE
|
|
Hide details
|
|
2 |
An Ontology based Smart Management of Linguistic Knowledge
|
|
|
|
In: EISSN: 2416-5999 ; Journal of Data Mining and Digital Humanities ; https://hal.archives-ouvertes.fr/hal-03618012 ; Journal of Data Mining and Digital Humanities, Episciences.org, In press (2022)
|
|
BASE
|
|
Show details
|
|
3 |
What was Theoretical Biology? A Topic-Modelling Analysis of a Multilingual Corpus of Monographs and Journals, 1914-1945 ...
|
|
|
|
BASE
|
|
Show details
|
|
4 |
What was Theoretical Biology? A Topic-Modelling Analysis of a Multilingual Corpus of Monographs and Journals, 1914-1945 ...
|
|
|
|
BASE
|
|
Show details
|
|
5 |
What was Theoretical Biology? A Topic-Modelling Analysis of a Multilingual Corpus of Monographs and Journals, 1914-1945 ...
|
|
|
|
BASE
|
|
Show details
|
|
6 |
What was Theoretical Biology? A Topic-Modelling Analysis of a Multilingual Corpus of Monographs and Journals, 1914-1945 ...
|
|
|
|
BASE
|
|
Show details
|
|
7 |
Found speech and humans in the loop : Ways to gain insight into large quantities of speech
|
|
|
|
BASE
|
|
Show details
|
|
8 |
Support in-video content searching and result visualization of the flipped classroom ; Stöd sökning av innehåll i video och resultatvisualisering av det flippade klassrummet
|
|
Su, Siyuan. - : KTH, Skolan för elektroteknik och datavetenskap (EECS), 2022
|
|
BASE
|
|
Show details
|
|
9 |
eHealth Engagement on Facebook during COVID-19: Simplistic Computational Data Analysis
|
|
|
|
In: International Journal of Environmental Research and Public Health; Volume 19; Issue 8; Pages: 4615 (2022)
|
|
BASE
|
|
Show details
|
|
10 |
Translation Alignment with Ugarit
|
|
|
|
In: Information; Volume 13; Issue 2; Pages: 65 (2022)
|
|
BASE
|
|
Show details
|
|
11 |
A Visual Decision-Support System using Fingerprint Matrices applied to Cyclical Spatio-Temporal Data from Motorsports
|
|
|
|
BASE
|
|
Show details
|
|
12 |
A Phenomenological Study of Gratitude-based Educational Assessment
|
|
|
|
BASE
|
|
Show details
|
|
14 |
Facilitating reflection in teletandem through automatically generated conversation metrics and playback video
|
|
|
|
In: Dey-Plissonneau, Aparajita, Lee, Hyowon orcid:0000-0001-7628-1441 , Scriney, Michael orcid:0000-0001-6813-2630 , Smeaton, Alan F. orcid:0000-0001-6339-6194 , Pradier, Vincent orcid:0000-0002-7050-6408 and Riaz, Hamza (2021) Facilitating reflection in teletandem through automatically generated conversation metrics and playback video. In: EuroCALL: Computer Aided Language Learning, August 2021, Paris, France. (In Press) (2021)
|
|
BASE
|
|
Show details
|
|
15 |
Supporting an effective review of telecollaboration for second language learning by visualising the participation and engagement at Dublin City University
|
|
|
|
In: Lee, Hyowon orcid:0000-0003-4395-7702 , Scriney, Michael orcid:0000-0001-6813-2630 , Dey-Plissonneau, Aparajita and Smeaton, Alan orcid:0000-0003-1028-8389 (2021) Supporting an effective review of telecollaboration for second language learning by visualising the participation and engagement at Dublin City University. In: Virtual Exchange in Higher Education: Charting the Irish Experience, 17 Sept 2021, Online vs MS Teams. (2021)
|
|
BASE
|
|
Show details
|
|
16 |
Data Visualization, Dashboards, and Evidence Use in Schools: Data Collaborative Workshop Perspectives of Educators, Researchers, and Data Scientists
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Management support system and group planning in continuing education ; Système d’aide à la gestion et planification de groupe en formation continue
|
|
|
|
In: https://hal.archives-ouvertes.fr/tel-03557025 ; Environnements Informatiques pour l'Apprentissage Humain. Université de Lille, CRIStAL UMR 9189, 2021. Français (2021)
|
|
BASE
|
|
Show details
|
|
18 |
Visualizing cluster of words: a graphical approach to grammar acquisition
|
|
|
|
In: CLADAG 2021 BOOK OF ABSTRACTS AND SHORT PAPERS 13th Scientific Meeting of the Classification and Data Analysis Group - Firenze, September 9-11, 2021 ; https://hal.archives-ouvertes.fr/hal-03320170 ; Giovanni C. Porzio; Carla Rampichini; Chiara Bocci. CLADAG 2021 BOOK OF ABSTRACTS AND SHORT PAPERS 13th Scientific Meeting of the Classification and Data Analysis Group - Firenze, September 9-11, 2021, Firenze University Press, pp.392-395, 2021, 978-88-5518-340-6. ⟨10.36253/978-88-5518-340-6⟩ (2021)
|
|
BASE
|
|
Show details
|
|
19 |
“Perlustration” sequences in prenatal ultrasound scans: Seeing and speaking about sex ; Séquences de « perlustration » dans les échographies prénatales : dire et voir le sexe
|
|
|
|
In: ISSN: 0181-4095 ; EISSN: 2101-0382 ; Langage et Société ; https://hal.archives-ouvertes.fr/hal-03266449 ; Langage et Société, Maison des Sciences de L'homme Paris, 2021, Charles Goodwin : l’interaction au carrefour du langage, du corps et de la société, 173, pp.57-82. ⟨10.3917/ls.173.0059⟩ ; https://www.cairn.info/revue-langage-et-societe-2021-2-page-57.htm (2021)
|
|
BASE
|
|
Show details
|
|
20 |
PHOTOGRAPHY IN MEDIA TEXT: IDEOLOGIZATION OF SENSE, MORAL ATTITUDE OR INFORMATION MODEL ... : ФОТОГРАФИЯ В МЕДИАТЕКСТЕ: ИДЕОЛОГИЗАЦИЯ СОЗНАНИЯ, МОРАЛЬНАЯ УСТАНОВКА ИЛИ ИНФОРМАЦИОННАЯ МОДЕЛЬ ...
|
|
|
|
BASE
|
|
Show details
|
|
|
|