Aisvarya Adeseye

According to our database, Aisvarya Adeseye authored at least 13 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Parallel LLM Reasoning for Bias-Resilient, Robust Conceptual Abstraction.

Aisvarya Adeseye, Jouni Isoaho, Adeyemi Adeseye

CoRR, May, 2026

Improving Quantized Model Performance in Qualitative Analysis with Multi-Pass Prompt Verification.

Aisvarya Adeseye, Jouni Isoaho, Adeyemi Adeseye

CoRR, May, 2026

Dynamic Agentic AI Expert Profiler System Architecture for Multidomain Intelligence Modeling.

Aisvarya Adeseye, Jouni Isoaho, Seppo Virtanen, Mohammad Tahir

CoRR, April, 2026

Strengthening Human-Centric Chain-of-Thought Reasoning Integrity in LLMs via a Structured Prompt Framework.

Jiling Zhou, Aisvarya Adeseye, Seppo Virtanen, Antti Hakkala, Jouni Isoaho

CoRR, April, 2026

Entropy and Attention Dynamics in Small Language Models: A Trace-Level Structural Analysis on the TruthfulQA Benchmark.

Adeyemi Adeseye, Aisvarya Adeseye, Hannu Tenhunen, Jouni Isoaho

CoRR, April, 2026

A Prompt-Based Framework for Loop Vulnerability Detection Using Local LLMs.

Adeyemi Adeseye, Aisvarya Adeseye

CoRR, January, 2026

Local Language Models for Context-Aware Adaptive Anonymization of Sensitive Text.

Aisvarya Adeseye, Jouni Isoaho, Seppo Virtanen, Mohammad Tahir

CoRR, January, 2026

Modular AI-Powered Interviewer with Dynamic Question Generation and Expertise Profiling.

Aisvarya Adeseye, Jouni Isoaho, Seppo Virtanen, Mohammad Tahir

CoRR, January, 2026

A Resource-Efficient Codebook-Driven Semantic Structuring Pipeline for Human-AI Dialogue in Ambient Intelligent Systems.

Aisvarya Adeseye, Jouni Isoaho, Seppo Virtanen, Mohammad Tahir

Proceedings of the 17th International Conference on Ambient Systems, 2026

An Ontology-Guided Verification Pipeline for Accurate Medical Specialist Classification Using LLMs: Benchmarking Batch and Quantization Effects.

Aisvarya Adeseye, Jouni Isoaho

Proceedings of the 17th International Conference on Ambient Systems, 2026

2025

Systematic Prompt Framework for Qualitative Data Analysis: Designing System and User Prompts.

Aisvarya Adeseye, Jouni Isoaho, Mohammad Tahir

Proceedings of the 5th IEEE International Conference on Human-Machine Systems, 2025

Why Compromise Privacy? Local LLMs Rival Commercial LLMs in Qualitative Analysis.

Aisvarya Adeseye, Jouni Isoaho, Seppo Virtanen, Mohammad Tahir

Proceedings of the 2025 Computing, 2025

LLM-Assisted Qualitative Data Analysis: Security and Privacy Concerns in Gamified Workforce Studies.

Aisvarya Adeseye, Jouni Isoaho, Mohammad Tahir

Proceedings of the 16th International Conference on Ambient Systems, 2025