Construction of Amharic information retrieval resources and corpora

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3AU77CT9GK" target="_blank" >RIV/00216208:11320/25:U77CT9GK - isvavai.cz</a>

Výsledek na webu

<a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85197301968&doi=10.1007%2fs10579-024-09719-x&partnerID=40&md5=54b748f1a7c16f31baa227ead33e086d" target="_blank" >https://www.scopus.com/inward/record.uri?eid=2-s2.0-85197301968&doi=10.1007%2fs10579-024-09719-x&partnerID=40&md5=54b748f1a7c16f31baa227ead33e086d</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s10579-024-09719-x" target="_blank" >10.1007/s10579-024-09719-x</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Construction of Amharic information retrieval resources and corpora

Popis výsledku v původním jazyce

The development of information retrieval systems and natural language processing tools has been made possible for many natural languages because of the availability of natural language resources and corpora. Although Amharic is the working language of Ethiopia, it is still an under-resourced language. There are no adequate resources and corpora for Amharic ad-hoc retrieval evaluation to date. The existing ones are not publicly accessible and are not suitable for making scientific evaluation of information retrieval systems. To promote the development of Amharic ad-hoc retrieval, we build an ad-hoc retrieval test collection that consists of raw text, morphologically annotated stem-based and root-based corpora, a stopword list, stem-based and root-based lexicons, and WordNet-like resources. We also created word embeddings using the raw text and morphologically segmented forms of the corpora. When building these resources and corpora, we heavily consider the morphological characteristics of the language. The aim of this paper is to present these Amharic resources and corpora that we made available to the research community for information retrieval tasks. These resources and corpora are also evaluated experimentally and by linguists. © The Author(s), under exclusive licence to Springer Nature B.V. 2024.

Název v anglickém jazyce

Construction of Amharic information retrieval resources and corpora

Popis výsledku anglicky

The development of information retrieval systems and natural language processing tools has been made possible for many natural languages because of the availability of natural language resources and corpora. Although Amharic is the working language of Ethiopia, it is still an under-resourced language. There are no adequate resources and corpora for Amharic ad-hoc retrieval evaluation to date. The existing ones are not publicly accessible and are not suitable for making scientific evaluation of information retrieval systems. To promote the development of Amharic ad-hoc retrieval, we build an ad-hoc retrieval test collection that consists of raw text, morphologically annotated stem-based and root-based corpora, a stopword list, stem-based and root-based lexicons, and WordNet-like resources. We also created word embeddings using the raw text and morphologically segmented forms of the corpora. When building these resources and corpora, we heavily consider the morphological characteristics of the language. The aim of this paper is to present these Amharic resources and corpora that we made available to the research community for information retrieval tasks. These resources and corpora are also evaluated experimentally and by linguists. © The Author(s), under exclusive licence to Springer Nature B.V. 2024.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

—

Rok uplatnění

2024

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Language Resources and Evaluation

ISSN

1574-020X

e-ISSN

—

Svazek periodika

2024

Číslo periodika v rámci svazku

2024

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

29

Strana od-do

1-29

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-85197301968