Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Abbott, Jade"'
Autor:
Tonja, Atnafu Lambebo, Dossou, Bonaventure F. P., Ojo, Jessica, Rajab, Jenalea, Thior, Fadel, Wairagala, Eric Peter, Aremu, Anuoluwapo, Moiloa, Pelonomi, Abbott, Jade, Marivate, Vukosi, Rosman, Benjamin
High-resource language models often fall short in the African context, where there is a critical need for models that are efficient, accessible, and locally relevant, even amidst significant computing and data constraints. This paper introduces Inkub
Externí odkaz:
http://arxiv.org/abs/2408.17024
Autor:
Adelani, David Ifeoluwa, Alabi, Jesujoba Oluwadara, Fan, Angela, Kreutzer, Julia, Shen, Xiaoyu, Reid, Machel, Ruiter, Dana, Klakow, Dietrich, Nabende, Peter, Chang, Ernie, Gwadabe, Tajuddeen, Sackey, Freshia, Dossou, Bonaventure F. P., Emezue, Chris Chinenye, Leong, Colin, Beukman, Michael, Muhammad, Shamsuddeen Hassan, Jarso, Guyo Dub, Yousuf, Oreen, Rubungo, Andre Niyongabo, Hacheme, Gilles, Wairagala, Eric Peter, Nasir, Muhammad Umair, Ajibade, Benjamin Ayoade, Ajayi, Tunde Oluwaseyi, Gitau, Yvonne Wambui, Abbott, Jade, Ahmed, Mohamed, Ochieng, Millicent, Aremu, Anuoluwapo, Ogayo, Perez, Mukiibi, Jonathan, Kabore, Fatoumata Ouoba, Kalipe, Godson Koffi, Mbaye, Derguene, Tapo, Allahsera Auguste, Koagne, Victoire Memdjokam, Munkoh-Buabeng, Edwin, Wagner, Valencia, Abdulmumin, Idris, Awokoya, Ayodele, Buzaaba, Happy, Sibanda, Blessing, Bukula, Andiswa, Manthalu, Sam
Recent advances in the pre-training of language models leverage large-scale datasets to create multilingual models. However, low-resource languages are mostly left out in these datasets. This is primarily because many widely spoken languages are not
Externí odkaz:
http://arxiv.org/abs/2205.02022
Autor:
Siminyu, Kathleen, Kalipe, Godson, Orlic, Davor, Abbott, Jade, Marivate, Vukosi, Freshia, Sackey, Sibal, Prateek, Neupane, Bhanu, Adelani, David I., Taylor, Amelia, ALI, Jamiil Toure, Degila, Kevin, Balogoun, Momboladji, DIOP, Thierno Ibrahima, David, Davis, Fourati, Chayma, Haddad, Hatem, Naski, Malek
Advances in speech and language technologies enable tools such as voice-search, text-to-speech, speech recognition and machine translation. These are however only available for high resource languages like English, French or Chinese. Without foundati
Externí odkaz:
http://arxiv.org/abs/2104.02516
Autor:
Adelani, David Ifeoluwa, Abbott, Jade, Neubig, Graham, D'souza, Daniel, Kreutzer, Julia, Lignos, Constantine, Palen-Michel, Chester, Buzaaba, Happy, Rijhwani, Shruti, Ruder, Sebastian, Mayhew, Stephen, Azime, Israel Abebe, Muhammad, Shamsuddeen, Emezue, Chris Chinenye, Nakatumba-Nabende, Joyce, Ogayo, Perez, Aremu, Anuoluwapo, Gitau, Catherine, Mbaye, Derguene, Alabi, Jesujoba, Yimam, Seid Muhie, Gwadabe, Tajuddeen, Ezeani, Ignatius, Niyongabo, Rubungo Andre, Mukiibi, Jonathan, Otiende, Verrah, Orife, Iroro, David, Davis, Ngom, Samba, Adewumi, Tosin, Rayson, Paul, Adeyemi, Mofetoluwa, Muriuki, Gerald, Anebi, Emmanuel, Chukwuneke, Chiamaka, Odu, Nkiruka, Wairagala, Eric Peter, Oyerinde, Samuel, Siro, Clemencia, Bateesa, Tobius Saul, Oloyede, Temilola, Wambui, Yvonne, Akinode, Victor, Nabagereka, Deborah, Katusiime, Maurice, Awokoya, Ayodele, MBOUP, Mouhamadane, Gebreyohannes, Dibora, Tilaye, Henok, Nwaike, Kelechi, Wolde, Degaga, Faye, Abdoulaye, Sibanda, Blessing, Ahia, Orevaoghene, Dossou, Bonaventure F. P., Ogueji, Kelechi, DIOP, Thierno Ibrahima, Diallo, Abdoulaye, Akinfaderin, Adewale, Marengereke, Tendai, Osei, Salomey
We take a step towards addressing the under-representation of the African continent in NLP research by creating the first large publicly available high-quality dataset for named entity recognition (NER) in ten African languages, bringing together a v
Externí odkaz:
http://arxiv.org/abs/2103.11811
Autor:
Nekoto, Wilhelmina, Marivate, Vukosi, Matsila, Tshinondiwa, Fasubaa, Timi, Kolawole, Tajudeen, Fagbohungbe, Taiwo, Akinola, Solomon Oluwole, Muhammad, Shamsuddeen Hassan, Kabongo, Salomon, Osei, Salomey, Freshia, Sackey, Niyongabo, Rubungo Andre, Macharm, Ricky, Ogayo, Perez, Ahia, Orevaoghene, Meressa, Musie, Adeyemi, Mofe, Mokgesi-Selinga, Masabata, Okegbemi, Lawrence, Martinus, Laura Jane, Tajudeen, Kolawole, Degila, Kevin, Ogueji, Kelechi, Siminyu, Kathleen, Kreutzer, Julia, Webster, Jason, Ali, Jamiil Toure, Abbott, Jade, Orife, Iroro, Ezeani, Ignatius, Dangana, Idris Abdulkabir, Kamper, Herman, Elsahar, Hady, Duru, Goodness, Kioko, Ghollah, Murhabazi, Espoir, van Biljon, Elan, Whitenack, Daniel, Onyefuluchi, Christopher, Emezue, Chris, Dossou, Bonaventure, Sibanda, Blessing, Bassey, Blessing Itoro, Olabiyi, Ayodele, Ramkilowan, Arshath, Öktem, Alp, Akinfaderin, Adewale, Bashir, Abdallah
Research in NLP lacks geographic diversity, and the question of how NLP can be scaled to low-resourced languages has not yet been adequately solved. "Low-resourced"-ness is a complex problem going beyond data availability and reflects systemic proble
Externí odkaz:
http://arxiv.org/abs/2010.02353
As language and speech technologies become more advanced, the lack of fundamental digital resources for African languages, such as data, spell checkers and Part of Speech taggers, means that the digital divide between these languages and others keeps
Externí odkaz:
http://arxiv.org/abs/2007.11865
Autor:
Orife, Iroro, Kreutzer, Julia, Sibanda, Blessing, Whitenack, Daniel, Siminyu, Kathleen, Martinus, Laura, Ali, Jamiil Toure, Abbott, Jade, Marivate, Vukosi, Kabongo, Salomon, Meressa, Musie, Murhabazi, Espoir, Ahia, Orevaoghene, van Biljon, Elan, Ramkilowan, Arshath, Akinfaderin, Adewale, Öktem, Alp, Akin, Wole, Kioko, Ghollah, Degila, Kevin, Kamper, Herman, Dossou, Bonaventure, Emezue, Chris, Ogueji, Kelechi, Bashir, Abdallah
Africa has over 2000 languages. Despite this, African languages account for a small portion of available resources and publications in Natural Language Processing (NLP). This is due to multiple factors, including: a lack of focus from government and
Externí odkaz:
http://arxiv.org/abs/2003.11529
Autor:
Siminyu, Kathleen, Abbott, Jade, Túbọ̀sún, Kọ́lá, Anuoluwapo, Aremu, Sibanda, Blessing K., Yeboah, Kofi, Adelani, David, Mokgesi-Selinga, Masabata, Apina, Frederick R., Mthembu, Angela Thandizwe, Ramkilowan, Arshath, Oladimeji, Babatunde
Publikováno v:
In Patterns 11 August 2023 4(8)
Autor:
Martinus, Laura, Abbott, Jade Z.
Unlike major Western languages, most African languages are very low-resourced. Furthermore, the resources that do exist are often scattered and difficult to obtain and discover. As a result, the data and code for existing research has rarely been sha
Externí odkaz:
http://arxiv.org/abs/1906.10511
Autor:
Martinus, Laura, Abbott, Jade Z.
African languages are numerous, complex and low-resourced. The datasets required for machine translation are difficult to discover, and existing research is hard to reproduce. Minimal attention has been given to machine translation for African langua
Externí odkaz:
http://arxiv.org/abs/1906.05685