Abinew Ali Ayele

According to our database, Abinew Ali Ayele authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation.

Atnafu Lambebo Tonja, Israel Abebe Azime, Tadesse Destaw Belay, Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Abinew Ali Ayele, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis, Olga Kolesnikova, Philipp Slusallek, Dietrich Klakow, Shengwu Xiong, Seid Muhie Yimam

CoRR, 2024

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 14 Languages.

Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, Sanchit Ahuja, Alham Fikri Aji, Vladimir Araujo, Abinew Ali Ayele, Pavan Baswani, Meriem Beloucif, Chris Biemann, Sofia Bourhim, Christine de Kock, Genet Shanko Dekebo, Oumaima Hourrane, Gopichand Kanumolu, Lokesh Madasu, Samuel Rutunda, Manish Shrivastava, Thamar Solorio, Nirmal Surange, Hailegnaw Getaneh Tilaye, Krishnapriya Vishnubhotla, Genta Indra Winata, Seid Muhie Yimam, Saif M. Mohammad

CoRR, 2024

2023

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages.

Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, Nedjma Ousidhoum, David Ifeoluwa Adelani, Seid Muhie Yimam, Ibrahim Said Ahmad, Meriem Beloucif, Saif M. Mohammad, Sebastian Ruder, Oumaima Hourrane, Pavel Brazdil, Felermino Dário Mário António Ali, Davis David, Salomey Osei, Bello Shehu Bello, Falalu Ibrahim, Tajuddeen Gwadabe, Samuel Rutunda, Tadesse Destaw Belay, Wendimu Baye Messelle, Hailu Beshada Balcha, Sisay Adugna Chala, Hagos Tesfahun Gebremichael, Bernard Opoku, Steven Arthur

CoRR, 2023

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval).

Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Seid Muhie Yimam, David Ifeoluwa Adelani, Ibrahim Said Ahmad, Nedjma Ousidhoum, Abinew Ali Ayele, Saif M. Mohammad, Meriem Beloucif, Sebastian Ruder

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Exploring Amharic Hate Speech Data Collection and Classification Approaches.

Abinew Ali Ayele, Seid Muhie Yimam, Tadesse Destaw Belay, Tesfa Tegegne Asfaw, Chris Biemann

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Multilingual Racial Hate Speech Detection Using Transfer Learning.

Abinew Ali Ayele, Skadi Dinter, Seid Muhie Yimam, Chris Biemann

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities.

Atnafu Lambebo Tonja, Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, Moges Ahmed Mehamed, Olga Kolesnikova, Seid Muhie Yimam

Proceedings of the Fourth workshop on Resources for African Indigenous Languages (RAIL 2023), 2023

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages.

Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, Nedjma Ousidhoum, David Ifeoluwa Adelani, Seid Muhie Yimam, Ibrahim Said Ahmad, Meriem Beloucif, Saif M. Mohammad, Sebastian Ruder, Oumaima Hourrane, Alípio Jorge, Pavel Brazdil, Felermino Dário Mário António Ali, Davis David, Salomey Osei, Bello Shehu Bello, Falalu Ibrahim Lawan, Tajuddeen Gwadabe, Samuel Rutunda, Tadesse Destaw Belay, Wendimu Baye Messelle, Hailu Beshada Balcha, Sisay Adugna Chala, Hagos Tesfahun Gebremichael, Bernard Opoku, Stephen Arthur

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation.

Tadesse Destaw Belay, Atnafu Lambebo Tonja, Olga Kolesnikova, Seid Muhie Yimam, Abinew Ali Ayele, Silesh Bogale Haile, Grigori Sidorov, Alexander F. Gelbukh

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2022

The 5Js in Ethiopia: Amharic Hate Speech Data Annotation Using Toloka Crowdsourcing Platform.

Abinew Ali Ayele, Skadi Dinter, Tadesse Destaw Belay, Tesfa Tegegne Asfaw, Seid Muhie Yimam, Chris Biemann

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2022

2021

Introducing Various Semantic Models for Amharic: Experimentation and Evaluation with Multiple Tasks and Datasets.

Seid Muhie Yimam, Abinew Ali Ayele, Gopalakrishnan Venkatesh, Ibrahim Gashaw, Chris Biemann

Future Internet, 2021

Impacts of Homophone Normalization on Semantic Models for Amharic.

Tadesse Destaw Belay, Abinew Ali Ayele, Getie Gelaye, Seid Muhie Yimam, Chris Biemann

Proceedings of the International Conference on Information and Communication Technology for Development for Africa, 2021

2020

Introducing various Semantic Models for Amharic: Experimentation and Evaluation with multiple Tasks and Datasets.

Seid Muhie Yimam, Abinew Ali Ayele, Gopalakrishnan Venkatesh, Chris Biemann

CoRR, 2020

Exploring Amharic Sentiment Analysis from Social Media Texts: Building Annotation Tools and Classification Models.

Seid Muhie Yimam, Hizkiel Mitiku Alemayehu, Abinew Ali Ayele, Chris Biemann

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Analysis of the Ethiopic Twitter Dataset for Abusive Speech in Amharic.

Seid Muhie Yimam, Abinew Ali Ayele, Chris Biemann

CoRR, 2019

2017

Ethiopian Public Universities' Web Site Usability.

Worku Kelemework, Abinew Ali Ayele

Proceedings of the Information and Communication Technology for Development for Africa, 2017