David Adelani

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upvoted a collection 1 day ago

Multilingual LLM Evaluation

Collection

Multilingual Evaluation Benchmarks • 6 items • Updated 5 days ago • 8

authored 19 papers 12 days ago

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset

Paper • 2303.03915 • Published Mar 7, 2023 • 6

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval)

Paper • 2304.06845 • Published Apr 13, 2023

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages

Paper • 2305.06897 • Published May 11, 2023 • 8

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages

Paper • 2305.13989 • Published May 23, 2023

AfriMTE and AfriCOMET: Empowering COMET to Embrace Under-resourced African Languages

Paper • 2311.09828 • Published Nov 16, 2023 • 1

The Effect of Domain and Diacritics in Yorùbá-English Neural Machine Translation

Paper • 2103.08647 • Published Mar 15, 2021

MasakhaNER: Named Entity Recognition for African Languages

Paper • 2103.11811 • Published Mar 22, 2021

NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis

Paper • 2201.08277 • Published Jan 20, 2022

SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects

Paper • 2309.07445 • Published Sep 14, 2023

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning

Paper • 2204.06487 • Published Apr 13, 2022

yosm: A new yoruba sentiment corpus for movie reviews

Paper • 2204.09711 • Published Apr 20, 2022

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation

Paper • 2205.02022 • Published May 4, 2022

BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus

Paper • 2207.03546 • Published Jul 7, 2022

MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition

Paper • 2210.12391 • Published Oct 22, 2022

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting

Paper • 2212.09535 • Published Dec 19, 2022 • 1

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark

Paper • 2406.05967 • Published Jun 10 • 5

The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources

Paper • 2406.16746 • Published Jun 24

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages

Paper • 2302.08956 • Published Feb 17, 2023

MINERS: Multilingual Language Models as Semantic Retrievers

Paper • 2406.07424 • Published Jun 11