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← Learning Types
Machine Learning
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Learning Types
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Low-Resource Learning
14 papers
Papers per year
2020: 1
1
2021: 1
1
2022: 1
1
2023: 1
1
2024: 1
1
2025: 1
1
2026: 8
8
Papers
Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion
ACL 2026
RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity
ACL 2026
Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages
ACL 2026
BEFT: Bias-Efficient Fine-Tuning of Language Models in Low-Data Regimes
ACL 2026
The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
ACL 2026
Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script
ACL 2026
Validator-Guided Hard Negative Mining for Masked Language Modeling in Low-Resource Ancient Languages
ACL 2026
OxEnsemble: Fair Ensembles for Low-Data Classification
MIDL 2026
Challenges and Limitations in Gathering Resources for Low-Resource Languages: The Case of Medumba
ACL 2025
Classifier identification in Ancient Egyptian as a low-resource sequence-labelling task
ACL 2024
Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction
EMNLP 2023
Not always about you: Prioritizing community needs when developing endangered language technology
ACL 2022
Minimal Supervision for Morphological Inflection
EMNLP 2021
OCR Post Correction for Endangered Language Texts
EMNLP 2020
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