KrishokChat is a citation-verified Bengali agricultural instruction dataset with 145,500 QA pairs from 290 knowledge nodes and a real-world 1,001-query Farmer Benchmark.
InThe Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track
3 Pith papers cite this work. Polarity classification is still indexing.
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Presents CultivAgents, a relationship-centered multi-agent system for socio-culturally grounded gardening support, with a mixed-methods evaluation showing modest gains in gardener confidence and motivation.
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.
citing papers explorer
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KrishokChat: A Citation-Grounded Dataset and Benchmark for Bengali Agricultural Advisory
KrishokChat is a citation-verified Bengali agricultural instruction dataset with 145,500 QA pairs from 290 knowledge nodes and a real-world 1,001-query Farmer Benchmark.
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CultivAgents: Cultivating Relationship-Centered Multi-Agent Systems for Personalized Gardening
Presents CultivAgents, a relationship-centered multi-agent system for socio-culturally grounded gardening support, with a mixed-methods evaluation showing modest gains in gardener confidence and motivation.
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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.