AfrIFact provides a multi-stage fact-checking dataset for ten African languages, exposing gaps in embedding models and LLMs for low-resource cultural and health claims.
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A survey of 232 papers on the intersection of multilingual language modeling and edge deployment identifies the 'last mile' challenge for Global South communities and offers recommendations for more inclusive NLP.
A neuro-symbolic pipeline pairing 4B-parameter LLMs with a symbolic theorem prover delivers competitive accuracy and low content effects on syllogistic reasoning subtasks.
citing papers explorer
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AfrIFact: Cultural Information Retrieval, Evidence Extraction and Fact Checking for African Languages
AfrIFact provides a multi-stage fact-checking dataset for ten African languages, exposing gaps in embedding models and LLMs for low-resource cultural and health claims.
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Multilinguality at the Edge: Developing Language Models for the Global South
A survey of 232 papers on the intersection of multilingual language modeling and edge deployment identifies the 'last mile' challenge for Global South communities and offers recommendations for more inclusive NLP.
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UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic Reasoning
A neuro-symbolic pipeline pairing 4B-parameter LLMs with a symbolic theorem prover delivers competitive accuracy and low content effects on syllogistic reasoning subtasks.