Godson Kalipe
4 Papers
Godson Kalipe is an academic researcher. The author has contributed to research in topics: Computer science. The author has an hindex of 2, co-authored 3 publications.
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Papers
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
David Ifeoluwa Adelani,Graham Neubig,Sebastian Ruder,Shruti Rijhwani,Michael Beukman,Chester Palen-Michel,Constantine Lignos,Jesujoba O. Alabi,Shamsuddeen Hassan Muhammad,Peter Nabende,Cheikh M. Bamba Dione,Andiswa Bukula,Rooweither Mabuya,Bonaventure F. P. Dossou,Blessing Sibanda,Happy Buzaaba,Jonathan Mukiibi,Godson Kalipe,Derguene Mbaye,Amelia V. Taylor,Fatoumata Kabore,Chris Chinenye Emezue,Anuoluwapo Aremu,Perez Ogayo,Catherine W. Gitau,Edwin Munkoh-Buabeng,V. M. Koagne,Allahsera Auguste Tapo,Tebogo Macucwa,Vukosi Marivate,Elvis Mboning,Tajuddeen R. Gwadabe,Tosin P. Adewumi,Orevaoghene Ahia,Joyce Nakatumba-Nabende,Neo L. Mokono,Ignatius Ezeani,C. I. Chukwuneke,Mofe Adeyemi,Gilles Hacheme,Idris Abdulmumin,O. Ogundepo,Oreen Yousuf,Tatiana Moteu Ngoli,Dietrich Klakow +44 more
- 22 Oct 2022
TL;DR: This paper creates the largest human-annotated NER dataset for 20 African languages, and studies the behavior of state-of-the-art cross-lingual transfer methods in an Africa-centric setting, demonstrating that the choice of source language significantly affects performance.
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
David Ifeoluwa Adelani,Jesujoba O. Alabi,Angela Fan,Julia Kreutzer,Xiaoyu Shen,Machel Reid,Dana Ruiter,Dietrich Klakow,Peter Nabende,Ernie Chang,Tajuddeen R. Gwadabe,Freshia Sackey,Bonaventure F. P. Dossou,Chris Chinenye Emezue,Colin D. Leong,Michael Beukman,Shamsuddeen Hassan Muhammad,Guyo Dub Jarso,Oreen Yousuf,Rubungo Andre Niyongabo,Gilles Hacheme,Eric Peter Wairagala,Muhammad Umair Nasir,Benjamin Ayoade Ajibade,Tunde Ajayi,Yvonne Wambui Gitau,Jade Abbott,Mohamed Ahmed,Millicent A. Ochieng,Anuoluwapo Aremu,Perez Ogayo,Jonathan Mukiibi,Fatoumata Kabore,Godson Kalipe,Derguene Mbaye,Allahsera Auguste Tapo,V. M. Koagne,Edwin Munkoh-Buabeng,Valencia K. Wagner,Idris Abdulmumin,Ayodele Awokoya,Happy Buzaaba,Blessing Sibanda,Andiswa Bukula,Sam Manthalu +44 more
- 04 May 2022
TL;DR: It is demonstrated that the most effective strategy for transferring both additional languages and additional domains is to leverage small quantities of high-quality translation data to fine-tune large pre-trained models.
INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages
Hao Yu,Jesujoba O. Alabi,Andiswa Bukula,Zhuang Yun Jian,En-Shiun Annie Lee,Tadesse Kebede Guge,Israel Abebe Azime,Happy Buzaaba,Blessing Sibanda,Godson Kalipe,Jonathan Mukiibi,Salomon Kabenamualu,Mmasibidi Setaka,Lolwethu Ndolela,Nkiruka Bridget Odu,Rooweither Mabuya,Shamsuddeen Hassan Muhammad,Salomey Osei,Sokhar Samb,Juliet W. Murage,Dietrich Klakow,David Ifeoluwa Adelani +21 more
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages
Cheikh M. Bamba Dione,David Ifeoluwa Adelani,Peter Nabende,Jesujoba O. Alabi,Happy Buzaaba,Shamsuddeen Hassan Muhammad,Chris Chinenye Emezue,Perez Ogayo,Anuoluwapo Aremu,Catherine Gitau,Derguene Mbaye,Jonathan Mukiibi,Blessing Sibanda,Bonaventure F. P. Dossou,Andiswa Bukula,Rooweither Mabuya,Allahsera Auguste Tapo,Edwin Munkoh-Buabeng,V. M. Koagne,Fatoumata Kabore,Amelia V. Taylor,Godson Kalipe,Tebogo Macucwa,Vukosi Marivate,Tajuddeen R. Gwadabe,Ikechukwu E. Onyenwe,Gratien Gualbert Atindogbé,O. Samuel,Marie-Rosette Nahimana,Kudzai Gotosa,Apelete Agbolo,Seydou Traore,Chinedu Uchechukwu,Aliyu Ahmad Yusuf,M. Abdullahi,Dietrich Klakow +35 more
- 23 May 2023
TL;DR: In this paper , the authors presented the largest part-of-speech (POS) dataset for 20 typologically diverse African languages and applied various cross-lingual transfer models trained with data available in the universal dependencies guidelines.