Abinew Ali Ayele

Director, ICT4D · Bahir Dar University

32publications

Publications

Beyond Majority Voting: Agreement-Based Clustering to Model Annotator Perspectives in Subjective NLP Tasks

Tadesse Destaw Belay, Ibrahim Said Ahmad, Idris Abdulmumin, Abinew Ali Ayele, Alexander Gelbukh, Eusebio Ricárdez-Vázquez, Olga Kolesnikova, Shamsuddeen Hassan Muhammad, Seid Muhie Yimam

Transactions of the Association for Computational Linguistics · 2026

journalarXiv DOI Semantic Scholar OpenAlex

Enhancing Multi-Label Emotion Analysis and Corresponding Intensities for Ethiopian Languages

Tadesse Destaw Belay, Dawit Ketema Gete, Abinew Ali Ayele, Olga Kolesnikova, Iqra Ameer, Grigori Sidorov, Seid Muhie Yimam

2026

conferenceDOI Semantic Scholar OpenAlex

POLAR: A Benchmark for Multilingual, Multicultural, and Multi-Event Online Polarization

Usman Naseem, Robert Geislinger, Juan Ren, Sarah Kohail, Rudy Alexandro Garrido Veliz, P Sam Sahil, Yiran Zhang, Idris Abdulmumin, Marco Antonio Stranisci, Özge Alacam, Cengiz Acarturk, Aisha Jabr, Saba Anwar, Abinew Ali Ayele, Simona Frenda, Alessandra Teresa Cignarella, Elena Tutubalina, Oleg Rogov, Aung Kyaw Htet, Xintong Wang, Surendrabikram Thapa, Kritesh Rauniyar, Tanmoy Chakraborty, MD Arfeen Zeeshan, Dheeraj Kodati, Satya Keerthi, Sahar Moradizeyveh, Firoj Alam, Md Arid Hasan, Syed Ishtiaque Ahmed, Ye Kyaw Thu, Shantipriya Parida, Ihsan Ayyub Qazi, Lilian Diana Awuor Wanzare, Nelson Odhiambo Onyango, Clemencia Siro, Jane Wanjiru Kimani, Ibrahim Said Ahmad, Adem Chanie Ali, Martin Semmann, Chris Biemann, Shamsuddeen Hassan Muhammad, Seid Muhie Yimam

2026

conferencearXiv DOI Semantic Scholar OpenAlex

SAINT: Multilingual Span-Level Interpretability for Sentiment Analysis

Seid Muhie Yimam, Tadesse Destaw Belay, Robert Geislinger, Shamsuddeen Hassan Muhammad, Adaeze Ngozi Ohuoba, Sukairaj Hafiz Imam, Abinew Ali Ayele, Martin Semmann, Chris Biemann, Serge Sharoff

2026

conferenceDOI Semantic Scholar OpenAlex

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages

Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, David Ifeoluwa Adelani, Ibrahim Said Ahmad, Saminu Mohammad Aliyu, Paul Röttger, Abigail Oppong, Andiswa Bukula, Chiamaka Ijeoma Chukwuneke, Ebrahim Chekol Jibril, Elyas Abdi Ismail, Esubalew Alemneh, Hagos Tesfahun Gebremichael, Lukman Jibril Aliyu, Meriem Beloucif, Oumaima Hourrane, Rooweither Mabuya, Salomey Osei, Samuel Rutunda, Tadesse Destaw Belay, Tadesse Kebede Guge, Tesfa Tegegne Asfaw, Lilian Wanzare, Nelson Odhiambo Onyango, Seid Muhie Yimam, Nedjma Ousidhoum

arXiv (Cornell University) · 2025

conferencearXiv DOI Semantic Scholar OpenAlex

AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text

Tadesse Destaw Belay, Israel Abebe Azime, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Idris Abdulmumin, Abinew Ali Ayele, Shamsuddeen Hassan Muhammad, Seid Muhie Yimam

2025

conferenceDOI Semantic Scholar OpenAlex

AM-DETOX: Analyzing Amharic Text Detoxification Using Large Language Models

Abinew Ali Ayele, Seid Muhie Yimam

2025

conferenceDOI Semantic Scholar OpenAlex

Silenced voices: social media polarization and women’s marginalization in peacebuilding during the Northern Ethiopia War

Adem Chanie Ali, Seid Muhie Yimam, Abinew Ali Ayele, Chris Biemann, Martin Semmann

i-com · 2025

journalarXiv DOI Semantic Scholar OpenAlex

The State of Large Language Models for African Languages: Progress and Challenges

Kedir Yassin Hussen, Walelign Tewabe Sewunetie, Abinew Ali Ayele, Sukairaj Hafiz Imam, Shamsuddeen Hassan Muhammad, Seid Muhie Yimam

arXiv (Cornell University) · 2025

preprintarXiv DOI Semantic Scholar OpenAlex

BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages

Junho Myung, Nayeon Lee, Yi Zhou, Jiho Jin, Rifki Afina Putri, Dimosthenis Antypas, Hsuvas Borkakoty, Eun-Su Kim, Carla Perez-Almendros, Abinew Ali Ayele, Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Hwaran Lee, Shamsuddeen Hassan Muhammad, Kiwoong Park, Anar Rzayev, Nina White, Seid Muhie Yimam, Mohammad Taher Pilehvar, Nedjma Ousidhoum, José Camacho-Collados, Alice Oh

arXiv (Cornell University) · 2024

conferencearXiv DOI Semantic Scholar OpenAlex

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, Tadesse Kebede Guge, Ebrahim Chekol Jibril, Michael Melese Woldeyohannis, Olga Kolesnikova, Philipp Slusallek, Dietrich Klakow, Shengwu Xiong, Seid Muhie Yimam

LREC-COLING 2024 · 2024

conferenceACL Anthology arXiv DOI Semantic Scholar OpenAlex Model

Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding

Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, Grigori Sidorov, Dietrich Klakow, Philipp Slusallek, Olga Kolesnikova, Seid Muhie Yimam

arXiv (Cornell University) · 2024

preprintarXiv DOI Semantic Scholar OpenAlex

Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media Discourse

Abinew Ali Ayele, Esubalew Alemneh Jalew, Adem Chanie Ali, Seid Muhie Yimam, Chris Biemann

arXiv (Cornell University) · 2024

preprintarXiv DOI Semantic Scholar OpenAlex

Multilingual and Explainable Text Detoxification with Parallel Corpora

Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Daniil Moskovskiy, Elisei Stakovskii, Eran Kaufman, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko

arXiv (Cornell University) · 2024

preprintarXiv DOI Semantic Scholar OpenAlex

Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification Condensed Lab Overview

Abinew Ali Ayele, Nikolay Babakov, Janek Bevendorff, Xavier Bonet Casals, Berta Chulvi, Daryna Dementieva, Ashaf Elnagar, Dayne Freitag, Maik Fröbe, Damir Korenčić, Maximilian Mayerl, Daniil Moskovskiy, Animesh Mukherjee, Alexander Panchenko, Martin Potthast, Francisco Rangel, Naquee Rizwan, Paolo Rosso, Florian Schneider, Alisa Smirnova, Efstathios Stamatatos, Elisei Stakovskii, Benno Stein, Mariona Taulé, Dmitry Ustalov, Xintong Wang, Matti Wiegmann, Seid Muhie Yimam, Eva Zangerle

Lecture notes in computer science · 2024

conferenceDOI Semantic Scholar OpenAlex

SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages

Nedjma Ousidhoum, Shamsuddeen Hassan Muhammad, Mohamed Abdalla, Idris Abdulmumin, Ibrahim Said Ahmad, Sanchit Ahuja, Alham 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

arXiv (Cornell University) · 2024

conferencearXiv DOI Semantic Scholar OpenAlex

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 Ali, Davis David, Salomey Osei, Bello Shehu-Bello, Falalu Ibrahim Lawan, Tajuddeen Gwadabe, Samuel Rutunda, Tadesse Belay, Wendimu Baye Messelle, Hailu Beshada Balcha, Sisay Adugna Chala, Hagos Tesfahun Gebremichael, Bernard Opoku, Stephen Arthur

arXiv (Cornell University) · 2023

conferencearXiv DOI Semantic Scholar OpenAlex

AmhEn: Amharic-English Large Parallel Corpus for Machine Translation

Atnafu Lambebo Tonja, Tadesse Destaw Belay, Olga Kolesnikova, Seid Muhie Yimam, Abinew Ali Ayele, Grigori Sidorov, Alexander Gelbukh

Research Square · 2023

preprintDOI Semantic Scholar OpenAlex

Exploring Amharic Hate Speech Data Collection and Classification Approaches

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

Recent Advances in Natural Language Processing · 2023

conferenceACL Anthology DOI Semantic Scholar OpenAlex

Multilingual Racial Hate Speech Detection Using Transfer Learning

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

Recent Advances in Natural Language Processing · 2023

conferenceACL Anthology DOI Semantic Scholar OpenAlex

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

4th Workshop on Resources for African Indigenous Languages (RAIL), EACL 2023 · 2023

workshopACL Anthology arXiv DOI Semantic Scholar OpenAlex Code

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

arXiv (Cornell University) · 2023

conferenceACL Anthology arXiv DOI Semantic Scholar OpenAlex

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

EAI International Conference on ICT for Development for Africa · 2022

conferenceDOI Semantic Scholar OpenAlex

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 Gelbukh

arXiv (Cornell University) · 2022

conferencearXiv DOI Semantic Scholar OpenAlex

Impacts of Homophone Normalization on Semantic Models for Amharic

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

EAI International Conference on ICT for Development for Africa · 2021

conferenceDOI Semantic Scholar OpenAlex

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

journalarXiv DOI Semantic Scholar OpenAlex

E-Learning Readiness of Technology Institutes in Ethiopian Public Universities: From the Teachers’ Perspective

Abinew Ali Ayele, Worku Kelemework Birhanie

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2020

conferenceDOI Semantic Scholar OpenAlex

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

International Conference on Computational Linguistics · 2020

conferenceACL Anthology DOI Semantic Scholar OpenAlex

Readiness, acceptance and use of e-health systems in hospitals and health centers of north western ethiopia

Abinew Ali Ayele

Indonesian Journal of Electrical Engineering and Computer Science · 2020

journalDOI Semantic Scholar OpenAlex

Analysis of the Ethiopic Twitter Dataset for Abusive Speech in Amharic

Seid Muhie Yimam, Abinew Ali Ayele, Chris Biemann

arXiv (Cornell University) · 2019

preprintarXiv DOI Semantic Scholar OpenAlex

Acceptance and use of e-learning systems: the case of teachers in technology institutes of Ethiopian Universities

Abinew Ali Ayele, Worku Kelemework Birhanie

Applied Informatics · 2018

journalDOI Semantic Scholar OpenAlex

A Case Study of Acceptance and Use of ElectronicLibrary Services in Universities Based onSO-UTAUT Model

Abinew Ali Ayele, Vuda Sreenivasa Rao

International Journal of Innovative Research in Computer and Communication Engineering · 2013

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