2 citations · 2 across the 3 of their papers we have counts for
3 papers
DMCD: Semantic-Statistical Framework for Causal Discovery
Samarth KaPatel, Sofia Nikiforova, Giacinto Paolo Saggese +1
We present DMCD (DataMap Causal Discovery), a two-phase causal discovery framework that integrates LLM-based semantic drafting from variable metadata with statistical validation on…
Runnable Directories: The Solution to the Monorepo vs. Multi-repo Debate
Shayan Ghasemnezhad, Samarth KaPatel, Sofia Nikiforova +3
Modern software systems increasingly strain traditional codebase organization strategies. Monorepos offer consistency but often suffer from scalability issues and tooling complexit…
Generating image captions with external encyclopedic knowledge
Sofia Nikiforova, Tejaswini Deoskar, Denis Paperno +1
Accurately reporting what objects are depicted in an image is largely a solved problem in automatic caption generation. The next big challenge on the way to truly humanlike caption…