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ORCID2nd AfricaNLP 2021, Virtual Event
- Kathleen Siminyu, Julia Kreutzer, Hady Elsahar, Vukosi Marivate, Nishant Subramani, Jade Z. Abbott, Bernardt Duvenhage:
2nd AfricaNLP Workshop Proceedings, AfricaNLP@EACL 2021, Virtual Event, April 19, 2021. 2021
Poster Session #1
- Evander Nyoni, Bruce A. Bassett:
Low-Resource Neural Machine Translation for Southern African Languages. - Bonaventure F. P. Dossou, Chris C. Emezue:
Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language. - Bonaventure F. P. Dossou, Mohammed Sabry:
AfriVEC: Word Embedding Models for African Languages. Case Study of Fon and Nobiin. - Safiriyu Eludiora, Benjamin Ajibade
:
Design and Implementation of English To Yoruba Verb Phrase Machine Translation System. - Bonaventure F. P. Dossou, Chris C. Emezue:
OkwuGbé: End-to-End Speech Recognition for Fon and Igbo. - Andargachew Mekonnen Gezmu, Andreas Nürnberger, Tesfaye Bayu Bati:
Extended Parallel Corpus for Amharic-English Machine Translation. - Imane Guellil, Ahsan Adeel, Faiçal Azouaou, Mohamed Boubred, Yousra Houichi, Akram Abdelhaq Moumna:
Sexism detection: The first corpus in Algerian dialect with a code-switching in Arabic/ French and English. - Israel Abebe Azime, Nebil Mohammed:
An Amharic News Text classification Dataset. - Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah:
Contextual Text Embeddings for Twi. - Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah:
English-Twi Parallel Corpus for Machine Translation. - David Ifeoluwa Adelani, Dana Ruiter, Jesujoba O. Alabi, Damilola Adebonojo, Adesina Ayeni, Mofe Adeyemi, Ayodele Awokoya, Cristina España-Bonet:
MENYO-20k: A Multi-domain English-Yorùbá Corpus for Machine Translation and Domain Adaptation. - 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, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin P. Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane Mboup, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing K. Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima Diop, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei:
MasakhaNER: Named Entity Recognition for African Languages. - Jama Hussein Mohamud, Lloyd Acquaye Thompson, Aissatou Ndoye, Laurent Besacier:
Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning. - Gati L. Martin, Medard E. Mswahili, Young-Seob Jeong:
Sentiment Classification in Swahili Language Using Multilingual BERT. - Alexandros Kastanos, Tyler Martin:
Graph Convolutional Network for Swahili News Classification. - Claytone Sikasote, Antonios Anastasopoulos:
BembaSpeech: A Speech Recognition Corpus for the Bemba Language. - Andargachew Mekonnen Gezmu, Tirufat Tesifaye Lema, Binyam Ephrem Seyoum, Andreas Nürnberger:
Manually Annotated Spelling Error Corpus for Amharic. - Wuraola Fisayo Oyewusi, Olubayo Adekanmbi, Ifeoma Okoh, Vitus Onuigwe, Mary Idera Salami, Opeyemi Osakuade, Sharon Ibejih, Usman Abdullahi Musa:
NaijaNER : Comprehensive Named Entity Recognition for 5 Nigerian Languages. - Alp Öktem, Eric DeLuca, Rodrigue Bashizi, Eric Paquin, Grace Tang:
Congolese Swahili Machine Translation for Humanitarian Response. - Imke van Heerden, Anil Bas:
AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation.
Poster Session #2
- Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah:
NLP for Ghanaian Languages. - Ife Adebara, Muhammad Abdul-Mageed, Miikka Silfverberg:
Translating the Unseen? Yorùbá → English MT in Low-Resource, Morphologically-Unmarked Settings. - Jonne Sälevä, Constantine Lignos:
Mining Wikidata for Name Resources for African Languages. - 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, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi:
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. - Lidia Kidane, Sachin Kumar, Yulia Tsvetkov:
An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation. - Felermino D. M. A. Ali, Andrew Caines, Jaimito L. A. Malavi:
Towards a parallel corpus of Portuguese and the Bantu language Emakhuwa of Mozambique. - (Withdrawn) Amharic Text Clustering Using Encyclopedic Knowledge with Neural Word Embedding.
- Elvis Mboning Tchiaze:
Collaborative construction of lexicographic and parallel datasets for African languages: first assessment. - Andrew Zupon, Evan Crew, Sandy Ritchie:
Text Normalization for Low-Resource Languages of Africa. - Peter Nabende, David Kabiito, Claire Babirye, Hewitt Tusiime, Joyce Nakatumba-Nabende:
Misinformation detection in Luganda-English code-mixed social media text. - Allahsera Auguste Tapo, Michael Leventhal, Sarah Luger, Christopher M. Homan, Marcos Zampieri:
Domain-specific MT for Low-resource Languages: The case of Bambara-French. - Kathleen Siminyu, Godson Kalipe, Davor Orlic, Jade Z. Abbott, Vukosi Marivate, Sackey Freshia, Prateek Sibal, Bhanu Neupane, David Ifeoluwa Adelani, Amelia V. Taylor, Jamiil Toure Ali, Kevin Degila, Momboladji Balogoun, Thierno Ibrahima Diop, Davis David, Chayma Fourati, Hatem Haddad, Malek Naski:
AI4D - African Language Program. - Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David R. Mortensen, Michael R. Marlo, Graham Neubig:
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties. - Tumi Moeng, Sheldon Reay, Aaron Daniels, Jan Buys:
Canonical and Surface Morphological Segmentation for Nguni Languages. - Stuart Mesham, Luc Hayward, Jared Shapiro, Jan Buys:
Low-Resource Language Modelling of South African Languages.
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