Millicent Ochieng
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
🏆
Keyword Champion
(2)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(7)
Resources & Methods
(6)
Applications
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Deep Learning
(3)
Core AI
(3)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
low-resource language
(5)
large language model
(5)
multilingual evaluation
(3)
sentiment analysis
(2)
african language
(2)
cultural nuance
(2)
multilingual nlp
(1)
question answering
(1)
text generation
(1)
multimodal learning
(1)
code-mixed text
(1)
zero-shot learning
(1)
generative ai
(1)
pre-trained language model
(1)
data contamination
(1)
language model fine-tuning
(1)
human evaluation
(1)
multilingual model
(1)
code-mixed language
(1)
machine translation evaluation
(1)
Papers
Reasoning Beyond Labels: Measuring LLM Sentiment in Low-Resource, Culturally Nuanced Contexts
EACL 2026
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios
ACL 2025
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models
NAACL 2025
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages
NAACL 2024
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks
NAACL 2024
MEGA: Multilingual Evaluation of Generative AI
EMNLP 2023
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
NAACL 2022