7 research outputs found
Proceedings of the 15th Conference on Knowledge Organization WissOrg'17 of the German Chapter of the International Society for Knowledge Organization (ISKO), 30th November - 1st December 2017, Freie Universität Berlin
Wissensorganisation is the name of a series of biennial conferences /
workshops with a long tradition, organized by the German chapter of the
International Society of Knowledge Organization (ISKO). The 15th conference in
this series, held at Freie Universität Berlin, focused on knowledge
organization for the digital humanities. Structuring, and interacting with,
large data collections has become a major issue in the digital humanities. In
these proceedings, various aspects of knowledge organization in the digital
humanities are discussed, and the authors of the papers show how projects in
the digital humanities deal with knowledge organization.Wissensorganisation ist der Name einer Konferenzreihe mit einer langjährigen
Tradition, die von der Deutschen Sektion der International Society of
Knowledge Organization (ISKO) organisiert wird. Die 15. Konferenz dieser
Reihe, die an der Freien Universität Berlin stattfand, hatte ihren Schwerpunkt
im Bereich Wissensorganisation und Digital Humanities. Die Strukturierung von
und die Interaktion mit groĂźen Datenmengen ist ein zentrales Thema in den
Digital Humanities. In diesem Konferenzband werden verschiedene Aspekte der
Wissensorganisation in den Digital Humanities diskutiert, und die Autoren der
einzelnen Beiträge zeigen, wie die Digital Humanities mit Wissensorganisation
umgehen
Computational Stylistics in Poetry, Prose, and Drama
The contributions in this edited volume approach poetry, narrative, and drama from the perspective of Computational Stylistics. They exemplify methods of computational textual analysis and explore the possibility of computational generation of literary texts. The volume presents a range of computational and Natural Language Processing applications to literary studies, such as motif detection, network analysis, machine learning, and deep learning
Linguistically-Informed Neural Architectures for Lexical, Syntactic and Semantic Tasks in Sanskrit
The primary focus of this thesis is to make Sanskrit manuscripts more
accessible to the end-users through natural language technologies. The
morphological richness, compounding, free word orderliness, and low-resource
nature of Sanskrit pose significant challenges for developing deep learning
solutions. We identify four fundamental tasks, which are crucial for developing
a robust NLP technology for Sanskrit: word segmentation, dependency parsing,
compound type identification, and poetry analysis. The first task, Sanskrit
Word Segmentation (SWS), is a fundamental text processing task for any other
downstream applications. However, it is challenging due to the sandhi
phenomenon that modifies characters at word boundaries. Similarly, the existing
dependency parsing approaches struggle with morphologically rich and
low-resource languages like Sanskrit. Compound type identification is also
challenging for Sanskrit due to the context-sensitive semantic relation between
components. All these challenges result in sub-optimal performance in NLP
applications like question answering and machine translation. Finally, Sanskrit
poetry has not been extensively studied in computational linguistics.
While addressing these challenges, this thesis makes various contributions:
(1) The thesis proposes linguistically-informed neural architectures for these
tasks. (2) We showcase the interpretability and multilingual extension of the
proposed systems. (3) Our proposed systems report state-of-the-art performance.
(4) Finally, we present a neural toolkit named SanskritShala, a web-based
application that provides real-time analysis of input for various NLP tasks.
Overall, this thesis contributes to making Sanskrit manuscripts more accessible
by developing robust NLP technology and releasing various resources, datasets,
and web-based toolkit.Comment: Ph.D. dissertatio
AIUCD2019 - Book of Abstracts
L’ottava edizione del Convegno nazionale dell’Associazione per l’Informatica Umanistica e la Cultura Digitale, collocandosi nel solco delle precedenti edizioni, si pone l’obiettivo di costituire un punto di incontro tra studiosi delle diverse discipline che - a vario titolo - fanno capo alle cosiddette Digital Humanities: umanisti digitali, informatici, linguisti, storici, archeologi, musicologi, filologici e non solo.
Il tema principale di questa ottava edizione è la “Didattica e ricerca al tempo delle Digital Humanities”. Si tratta di un ambito vasto che accomuna pratiche e settori di studio interdisciplinari e multidisciplinari e che riguarda i mutamenti della didattica e della ricerca nell'era digitale
Humanidades Digitales: Construcciones locales en contextos globales
Proceedings of the II International Conference of the Argentine Association of Digital Humanities/ AsociciĂłn Argentina de Humanidades Digitales (AAHD). "Humanidades Digitales: Construcciones locales en contextos globales". 47 articles in Spanish and Portuguese