Israel Abebe Azime
16 papers · 2023–2026 · 8 venues · across top CS/AI venues
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low-resource language
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african language
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multilingual nlp
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sentiment analysis
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transfer learning
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ethiopian language
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language model
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question answering
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machine translation
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natural language inference
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Papers
Afri-MCQA: Multimodal Cultural Question Answering for African Languages
ACL 2026
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches
EMNLP 2025
AFRIDOC-MT: Document-level MT Corpus for African Languages
EMNLP 2025
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text
EMNLP 2025
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation
EMNLP 2025
Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding
COLING 2025
Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing
EMNLP 2025
INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages
ACL 2025
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models
NAACL 2025
ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding
NAACL 2025
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NeurIPS 2024
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation
COLING 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets
EMNLP 2024
Masakhane-Afrisenti at SemEval-2023 Task 12: Sentiment Analysis using Afro-centric Language Models and Adapters for Low-resource African Languages
SemEval 2023
MasakhaNEWS: News Topic Classification for African languages
IJCNLP 2023
Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities
EACL 2023