Transfer Learning and Distant Supervision for Multilingual Transformer
Models: A Study on African Languages

Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages

7 October 2020

Michael A. Hedderich

David Ifeoluwa Adelani

Jesujoba Oluwadara Alabi

Dietrich Klakow

Papers citing "Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages"

13 / 13 papers shown

Title
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages David Ifeoluwa Adelani A. S. Dougruoz André Coneglian Atul Kr. Ojha 26 2 0 28 Apr 2024
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Akari Asai Sneha Kudugunta Xinyan Velocity Yu Terra Blevins Hila Gonen Machel Reid Yulia Tsvetkov Sebastian Ruder Hannaneh Hajishirzi 31 54 0 24 May 2023
How Good are Commercial Large Language Models on African Languages? Jessica Ojo Kelechi Ogueji 19 5 0 11 May 2023
High-Resource Methodological Bias in Low-Resource Investigations Maartje ter Hoeve David Grangier Natalie Schluter 33 2 0 14 Nov 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 23 10 0 20 Oct 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi Piyush Khanna Qiang Ning Muhao Chen ReLM LRM 16 8 0 16 Jun 2022
Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages D. Zhu Michael A. Hedderich Fangzhou Zhai David Ifeoluwa Adelani Dietrich Klakow NoLa 32 0 0 03 Jun 2022
Learning Action Conditions from Instructional Manuals for Instruction Understanding Te-Lin Wu Caiqi Zhang Qingyuan Hu Alexander Spangher Nanyun Peng 17 4 0 25 May 2022
Analysing the Greek Parliament Records with Emotion Classification John Pavlopoulos Vanessa Lislevand 12 2 0 24 May 2022
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification D. Zhu Michael A. Hedderich Fangzhou Zhai David Ifeoluwa Adelani Dietrich Klakow NoLa 25 32 0 20 Apr 2022
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision Anastasiia Sedova Benjamin Roth 21 0 0 14 Apr 2022
The first large scale collection of diverse Hausa language datasets Isa Inuwa-Dutse 16 12 0 13 Feb 2021
Analysing the Noise Model Error for Realistic Noisy Label Data Michael A. Hedderich D. Zhu Dietrich Klakow NoLa 21 19 0 24 Jan 2021