10 citations · 17 across the 7 of their papers we have counts for
7 papers
Position: Evaluation Scores Are Perishable Knowledge Claims
Sankalp Gilda, Shlok Gilda
Evaluation methodologies for language models increasingly combine multiple signals, from automated metrics and LLM-as-judge ratings to human assessments and benchmark suite results…
Structured Abductive-Deductive-Inductive Reasoning for LLMs via Algebraic Invariants
Sankalp Gilda, Shlok Gilda
Large language models exhibit systematic limitations in structured logical reasoning: they conflate hypothesis generation with verification, cannot distinguish conjecture from vali…
AI-Assisted Engineering Should Track the Epistemic Status and Temporal Validity of Architectural Decisions
Sankalp Gilda, Shlok Gilda
This position paper argues that AI-assisted software engineering requires explicit mechanisms for tracking the epistemic status and temporal validity of architectural decisions. LL…
Are Fact-Checking Tools Helpful? An Exploration of the Usability of Google Fact Check
Qiangeng Yang, Tess Christensen, Shlok Gilda +4
Fact-checking-specific search tools such as Google Fact Check are a promising way to combat misinformation on social media, especially during events bringing significant social inf…
None Shall Pass: A blockchain-based federated identity management system
Shlok Gilda, Tanvi Jain, Aashish Dhalla
Authentication and authorization of a user's identity are generally done by the service providers or identity providers. However, these centralized systems limit the user's control…
Predicting Different Types of Subtle Toxicity in Unhealthy Online Conversations
Shlok Gilda, Mirela Silva, Luiz Giovanini +1
This paper investigates the use of machine learning models for the classification of unhealthy online conversations containing one or more forms of subtler abuse, such as hostility…
People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation--A Comparison Between COVID and General Narratives on Twitter
Mirela Silva, Fabrício Ceschin, Prakash Shrestha +7
Misinformation entails the dissemination of falsehoods that leads to the slow fracturing of society via decreased trust in democratic processes, institutions, and science. The publ…