18Aug 2026
GSoC Week 12: A Deep Dive Into Evaluation, and Publishing Everything
Investigating why IndIE's BenchIE score looked wrong, closing out the property audit, and publishing all models and datasets.
Blog
All the articles posted so far...
11Aug 2026
GSoC Week 11: Establishing Real Baselines and Testing Beyond Hindi
Establishing real baselines against IndIE and testing the pipeline on Gujarati and Rajasthani.
4Aug 2026
GSoC Week 10: Being Precise About Evaluation
Being precise about how every evaluation number is actually calculated, and testing whether few-shot prompting helps.
28Jul 2026
GSoC Week 9: Full-Scale Evaluation and Rebuilding the Review Tool
Full-scale evaluation across the entire dataset, plus rebuilding the human review tool around real pipeline data.
23Jun 2026
GSoC Week 4: Embedding Model Evaluation and Building the Review Tool
Comparing embedding models for ontology alignment and building the first version of the human review tool.
16Jun 2026
Week-3 Dataset Audit and Ontology Alignment
Third week of the coding period, auditing the existing training dataset and building the ontology alignment layer.
9Jun 2026
Week-2 Researching How Much Data Fine-Tuning Actually Needs
Second week of the coding period, researching data requirements for fine-tuning and looking into annotation tooling.
2Jun 2026
Week-1 Understanding the Pipeline and Prior Work
First week of the coding period, understanding the existing DBpedia Hindi Chapter pipeline and prior GSoC work.