Research Publications
iSRL research publications — datasets, reports, and methods notes on Indian food ingredient identity, regulatory analysis, and the EMF Framework.
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doi:10.5281/zenodo.18650863 CC BY 4.0
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Justification Companion to EMF-Scoring Model
doi:10.5281/zenodo.18713318 CC BY 4.0 -
Indian Food Ingredients & Label Variants
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Regulatory Texts and Case Law as Ground Truth in Emerging Domains
doi:10.5281/zenodo.18741725 CC BY 4.0 -
Identity, Transformation, and Function A Tri-Axial Model for the Classification of Food Ingredient Identity
doi:10.5281/zenodo.18714527 CC BY 4.0 -
Regulatory Delta of Food Labelling Laws in India: A Comparative Analysis of the FSSAI 2011 and 2020 Regulations
doi:10.5281/zenodo.18719394 CC BY 4.0 -
Indian Supreme Court Defines Hierarchical Classification Framework for Food Products, Overruling Common Parlance Precedents
doi:10.5281/zenodo.18651646 CC BY 4.0 -
Constrained AI-Assisted Sampling for Fragmented Textual Spaces: A Framework for Data Collection Where No Ground Truth Exists
CC BY 4.0 -
Food Allergens in India: Evidence, Regulation, and the State of Current Knowledge
CC BY 4.0 -
When the Means Become the End: Instrumental-Terminal Goal Inversion in Large Language Models
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The Coordinator Problem: Connector Hub Architecture as a Design Principle for Domain-Blind Integration in AI Systems
CC BY 4.0 -
Data Acquisition and Ingredient Extraction: Building a Vocabulary of What India's Packaged Food Labels Actually Say
CC BY
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