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ORCID4th AfricaNLP 2023, Kigali, Rwanda
- Proceedings of the 4th Workshop on African Natural Language Processing, AfricaNLP@ICLR 2023, Kigali, Rwanda, May 1, 2023. 2023
- Pierrette Mahoro Mastel, Ester Namara, Aime Munezero, Richard Kagame, Zihan Wang, Allan Anzagira, Akshat Gupta, Jema David Ndibwile:
Natural Language Understanding for African Languages. - Shester Gueuwou, Kate Takyi, Mathias Müller, Marco Stanley Nyarko, Richard Adade, Rose-Mary Owusuaa Mensah Gyening:
AfriSign: Machine Translation for African Sign Languages. - Samuel Rutunda, Kleber Kabanda, Adriana Stan:
Kinyarwanda TTS: Using a multi-speaker dataset to build a Kinyarwanda TTS model. - Ife Adebara, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed:
Improving African Language Identification with Multi-task Learning. - Nuredin Ali Abdelkadir, Negasi Haile Abadi, Asmelash Teka Hadgu:
Error Analysis of Tigrinya - English Machine Translation Systems. - Asfaw Gedamu Haileslasie, Asmelash Teka Hadgu, Solomon Teferra Abate:
Tigrinya Dialect Identification. - Saheed Abdullahi Salahudeen, Falalu Ibrahim Lawan, Ahmad Mustapha Wali, Amina Abubakar Imam, Aliyu Rabiu Shuaibu, Aliyu Yusuf, Nur Bala Rabiu, Musa Bello, Shamsuddeen Umaru Adamu, Saminu Mohammad Aliyu, Murja Sani Gadanya, Sanah Abdullahi Muaz, Mahmoud Said Ahmad, Abdulkadir Abdullahi, Abdulmalik Yusuf Jamoh:
HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis. - Chiamaka Ijeoma Chukwuneke, Paul Rayson, Ignatius Ezeani, Mo El-Haj, Doris Chinedu Asogwa, Chidimma Lilian Okpalla, Chinedu Emmanuel Mbonu:
Igboner 2.0: Expanding Named Entity Recognition Datasets via Projection. - Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala:
MphayaNER: Named Entity Recognition for Tshivenda. - Rozina Lucy Myoya, Fiskani Banda, Vukosi Marivate, Abiodun Modupe:
Fine-Tuning Multilingual Pretrained African Language Models. - Paul Azunre, Naafi Dasana Ibrahim:
Breaking the Low-Resource Barrier for Dagbani ASR: From Data Collection to Modeling. - Kolawole Olatubosun:
Yoruba and Unicode: An Overview of a Problem. - Nathaniel Romney Robinson, Matthew Dean Stutzman, Stephen D. Richardson, David R. Mortensen:
African Substrates Rather Than European Lexifiers to Augment African-diaspora Creole Translation. - Moayad Elamin, Yonas Chanie, Paul Ewuzie, Samuel Rutunda:
Multilingual Automatic Speech Recognition for Kinyarwanda, Swahili, and Luganda: Advancing ASR in Select East African Languages. - Ussen Kimanuka, Ciira Wa Maina, Osman Büyük:
Speech Recognition Datasets for Low-resource Congolese Languages. - Isaac Owomugisha, Benjamin Akera, Ernest Mwebaze, John A. Quinn:
Multilingual Model and Data Resources for Text-To-Speech in Ugandan Languages. - Shafie Abdi Mohamed, Muhidin A. Mohamed:
Lexicon and Rule-based Word Lemmatization Approach for Somali Language. - Abraham Toluwase Owodunni, Chris Chinenye Emezue:
Koya: A Recommender System for Large Language Model Selection. - Jessica Ojo, Kelechi Ogueji:
How good are Commercial Large Language Models on African Languages? - Chris Chinenye Emezue, Sanchit Gandhi, Lewis Tunstall, Abubakar Abid, Joshua Meyer, Quentin Lhoest, Pete Allen, Patrick von Platen, Douwe Kiela, Yacine Jernite, Julien Chaumond, Merve Noyan, Omar Sanseviero:
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages. - David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, Jesujoba Oluwadara Alabi, Atnafu Lambebo Tonja, Christine Mwase, Odunayo Ogundepo, Bonaventure F. P. Dossou, Akintunde Oladipo, Doreen Nixdorf, Chris Chinenye Emezue, Sana Sabah Al-Azzawi, Blessing K. Sibanda, Davis David, Lolwethu Ndolela, Jonathan Mukiibi, Tunde Oluwaseyi Ajayi, Tatiana Moteu Ngoli, Brian Odhiambo, Abraham Toluwase Owodunni:
MasakhaNEWS: News Topic Classification for African languages. - Idris Akinade, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Clement Odoje, Dietrich Klakow:
ε kú : Integrating YorùBá Cultural greetings into Machine Translation. - Tobi Olatunji, Tejumade Afonja, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Chris Chinenye Emezue, Amina Mardiyyah Rufai, Sahib Singh:
AfriNames: Most ASR models "butcher" African Names. - Clemencia Siro, Tunde Oluwaseyi Ajayi:
Evaluating the Robustness of Machine Reading Comprehension Models to Low Resource Entity Renaming. - Colin Leong, Herumb Shandilya, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Joel Mathew, Abdul-Hakeem Omotayo, Oreen Yousuf, Zainab Akinjobi, Chris Chinenye Emezue, Shamsudeen Muhammad, Steven Kolawole, Younwoo Choi, Tosin P. Adewumi:
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. - Abubakar Yakubu Zandam, Fatima Adam Muhammad, Isa Inuwa-Dutse:
Online Threats Detection in Hausa Language. - Falia Ramanantsoa:
VoxMg: An Automatic Speech Recognition Dataset for Malagasy. - Olubayo Adekanmbi, Anthony Soronnadi:
Prediction of the ability and motivation to adopt Reproductive Health Behavioural change using anonymized customer center audio data. - Isa Inuwa-Dutse:
The first large scale collection of diverse Hausa language datasets. - Cheng Xu, Nan Yan:
AROT-COV23: A Dataset of 500K Original Arabic Tweets on COVID-19.
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