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Kelechi Ogueji
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2020 – today
- 2024
- [j3]Xinyu Zhang
, Kelechi Ogueji
Toward Best Practices for Training Multilingual Dense Retrieval Models. ACM Trans. Inf. Syst. 42(2): 39:1-39:33 (2024) - [c7]Pulkit Pattnaik, Rishabh Maheshwary, Kelechi Ogueji, Vikas Yadav, Sathwik Tejaswi Madhusudhan:
Enhancing Alignment using Curriculum Learning & Ranked Preferences. EMNLP (Findings) 2024: 12891-12907 - [i11]Pulkit Pattnaik, Rishabh Maheshwary, Kelechi Ogueji, Vikas Yadav, Sathwik Tejaswi Madhusudhan:
Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences. CoRR abs/2403.07230 (2024) - [i10]Hung Le, Quan Tran, Dung Nguyen, Kien Do, Saloni Mittal, Kelechi Ogueji, Svetha Venkatesh:
Multi-Reference Preference Optimization for Large Language Models. CoRR abs/2405.16388 (2024) - 2023
- [c6]Jessica Ojo, Kelechi Ogueji:
How good are Commercial Large Language Models on African Languages? AfricaNLP 2023 - [i9]Jessica Ojo, Kelechi Ogueji:
How Good are Commercial Large Language Models on African Languages? CoRR abs/2305.06530 (2023) - [i8]Jessica Ojo, Kelechi Ogueji, Pontus Stenetorp, David Ifeoluwa Adelani:
How good are Large Language Models on African Languages? CoRR abs/2311.07978 (2023) - 2022
- [j2]Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. Trans. Assoc. Comput. Linguistics 10: 50-72 (2022) - [c5]Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer:
Intriguing Properties of Compression on Multilingual Models. EMNLP 2022: 9092-9110 - [c4]Heather C. Lent, Kelechi Ogueji, Miryam de Lhoneux, Orevaoghene Ahia, Anders Søgaard:
What a Creole Wants, What a Creole Needs. LREC 2022: 6439-6449 - [i7]Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin:
Towards Best Practices for Training Multilingual Dense Retrieval Models. CoRR abs/2204.02363 (2022) - [i6]Heather C. Lent, Kelechi Ogueji, Miryam de Lhoneux
What a Creole Wants, What a Creole Needs. CoRR abs/2206.00437 (2022) - [i5]Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer:
Intriguing Properties of Compression on Multilingual Models. CoRR abs/2211.02738 (2022) - 2021
- [j1]David Ifeoluwa Adelani, Jade Z. Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende
MasakhaNER: Named Entity Recognition for African Languages. Trans. Assoc. Comput. Linguistics 9: 1116-1131 (2021) - [i4]David Ifeoluwa Adelani, Jade Z. Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba O. Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani
MasakhaNER: Named Entity Recognition for African Languages. AfricaNLP 2021 - [i3]Isaac Caswell, Julia Kreutzer, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. AfricaNLP 2021 - 2020
- [c3]Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi E. Fasubaa, Taiwo Fagbohungbe, Solomon Oluwole Akinola
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. EMNLP (Findings) 2020: 2144-2160 - [c2]Iroro Orife, Julia Kreutzer, Blessing K. Sibanda, Daniel Whitenack, Kathleen Siminyu, Laura Martinus, Jamiil Toure Ali, Jade Z. Abbott, Vukosi Marivate, Salomon Kabongo
Masakhane - Machine Translation For Africa. AfricaNLP 2020 - [c1]Orevaoghene Ahia, Kelechi Ogueji:
Towards Supervised and Unsupervised Neural Machine Translation Baselines for Nigerian Pidgin. AfricaNLP 2020 - [i2]Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi E. Fasubaa, Tajudeen Kolawole, Taiwo Fagbohungbe, Solomon Oluwole Akinola, Shamsuddeen Hassan Muhammad, Salomon Kabongo
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. CoRR abs/2010.02353 (2020)
2010 – 2019
- 2019
- [i1]Kelechi Ogueji, Orevaoghene Ahia:
PidginUNMT: Unsupervised Neural Machine Translation from West African Pidgin to English. CoRR abs/1912.03444 (2019)
Coauthor Index
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