Mardhiyah Sanni
6 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
π₯
Mega-Team
(26)
Conferences
ACL (2)
AACL (1)
EACL (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
multilingual speech
(2)
accent robustness
(2)
speech recognition
(2)
automatic speech recognition
(2)
prompt-based learning
(1)
speaker diarization
(1)
low-resource language
(1)
benchmark dataset
(1)
parameter-efficient fine-tuning
(1)
bias analysis
(1)
pre-trained language model
(1)
multimodal language model
(1)
low-resource setting
(1)
natural language explanation
(1)
speech translation
(1)
medical question answering
(1)
african language
(1)
sparse fine-tuning
(1)
speech language model
(1)
clinical nlp
(1)
Papers
AfriVox: Probing Multilingual and Accent Robustness of Speech LLMs
EACL 2026
AfriSpeech-MultiBench: A Verticalized Multidomain Multicountry Benchmark Suite for African Accented English ASR
AACL 2025
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
ACL 2025
AfriSpeech-MultiBench: A Verticalized Multidomain Multicountry Benchmark Suite for African Accented English ASR
IJCNLP 2025
Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond
NAACL 2025
SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations
ACL 2024