19 citations · 24 across the 4 of their papers we have counts for
5 papers
Perfecting Human-AI Interaction at Clinical Scale. Turning Production Signals into Safer, More Human Conversations
Subhabrata Mukherjee, Markel Sanz Ausin, Kriti Aggarwal +24
Healthcare conversational AI agents shouldn't be optimized only for clean benchmark accuracy in production-first regime; they must be optimized for the lived reality of patient con…
HalluciNot: Hallucination Detection Through Context and Common Knowledge Verification
Bibek Paudel, Alexander Lyzhov, Preetam Joshi +1
This paper introduces a comprehensive system for detecting hallucinations in large language model (LLM) outputs in enterprise settings. We present a novel taxonomy of LLM responses…
Towards Automatic Bias Detection in Knowledge Graphs
Daphna Keidar, Mian Zhong, Ce Zhang +2
With the recent surge in social applications relying on knowledge graphs, the need for techniques to ensure fairness in KG based methods is becoming increasingly evident. Previous…
A Deep Learning Pipeline for Patient Diagnosis Prediction Using Electronic Health Records
Leopold Franz, Yash Raj Shrestha, Bibek Paudel
Augmentation of disease diagnosis and decision-making in healthcare with machine learning algorithms is gaining much impetus in recent years. In particular, in the current epidemio…
Adversarial Learning for Debiasing Knowledge Graph Embeddings
Mario Arduini, Lorenzo Noci, Federico Pirovano +3
Knowledge Graphs (KG) are gaining increasing attention in both academia and industry. Despite their diverse benefits, recent research have identified social and cultural biases emb…