6 citations · 7 across the 8 of their papers we have counts for
8 papers
SEGRA: A Structured Experience Guided Reasoning Agent for Property Graph Question Answering
Saiyue Lyu, Mariam Dundua, Vishaal Kapoor +5
Enterprise IT support knowledge graphs capture rich relationships among cases, users, devices, symptoms, taxonomic categories, root causes, and historical resolutions. Yet querying…
DQA: Diagnostic Question Answering for IT Support
Vishaal Kapoor, Mariam Dundua, Sarthak Ahuja +6
Enterprise IT support interactions are fundamentally diagnostic: effective resolution requires iterative evidence gathering from ambiguous user reports to identify an underlying ro…
VIGIL: Towards Edge-Extended Agentic AI for Enterprise IT Support
Sarthak Ahuja, Neda Kordjazi, Evren Yortucboylu +7
Enterprise IT support is constrained by heterogeneous devices, evolving policies, and long-tail failure modes that are difficult to resolve centrally. We present VIGIL, an edge-ext…
PPLqa: An Unsupervised Information-Theoretic Quality Metric for Comparing Generative Large Language Models
Gerald Friedland, Xin Huang, Yueying Cui +3
We propose PPLqa, an easy to compute, language independent, information-theoretic metric to measure the quality of responses of generative Large Language Models (LLMs) in an unsupe…
Representation Projection Invariance Mitigates Representation Collapse
Anastasia Razdaibiedina, Ashish Khetan, Zohar Karnin +3
Fine-tuning contextualized representations learned by pre-trained language models remains a prevalent practice in NLP. However, fine-tuning can lead to representation degradation (…
Improving Early Sepsis Prediction with Multi Modal Learning
Fred Qin, Vivek Madan, Ujjwal Ratan +4
Sepsis is a life-threatening disease with high morbidity, mortality and healthcare costs. The early prediction and administration of antibiotics and intravenous fluids is considere…
Almost-Primes Represented by Quadratic Polynomials
Vishaal Kapoor
In his paper Almost-Primes Represented by Quadratic Polynomials, Iwaniec proved that the polynomial n^2 + 1 takes on values with at most two prime factors (counted with multiplicit…
The Asymptotic Behavior of Compositions of the Euler and Carmichael Functions
Vishaal Kapoor
We compare the asymptotic behavior of Carmichael's lambda function composed with Euler's totient function to the asymptotic behavior of Carmichael's lambda function composed with i…