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Millicent Ochieng

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

fields
  • cs.HC2
  • cs.CL1
ORCID 0000-0003-4769-7039

identity via Semantic Scholar / OpenAlex

most citedBeyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.HC2025

Dukawalla: Voice Interfaces for Small Businesses in Africa

Elizabeth Ankrah, Stephanie Nyairo, Mercy Muchai +4

Small and medium sized businesses often struggle with data driven decision making do to a lack of advanced analytics tools, especially in African countries where they make up a maj…

cs.HC2024

AI and the Future of Work in Africa White Paper

Jacki O'Neill, Vukosi Marivate, Barbara Glover +71

This white paper is the output of a multidisciplinary workshop in Nairobi (Nov 2023). Led by a cross-organisational team including Microsoft Research, NEPAD, Lelapa AI, and Univers…

cs.CL2024★ 1 cited

Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios

Millicent Ochieng, Varun Gumma, Sunayana Sitaram +5

The deployment of Large Language Models (LLMs) in real-world applications presents both opportunities and challenges, particularly in multilingual and code-mixed communication sett…

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