Abstract: The present disclosure relates to water-soluble binder compositions comprising at least one carbohydrate component and at least one nitrogen-containing compound. In addition, methods for manufacturing the disclosed compositions, as well as methods for reducing or eliminating particulate generation and/or exothermic heat production associated with mineable compositions such as coal, are provided.