SECTION 06 / 06

Research.

Two publications on applied language models.

PUBLICATIONS / 02

My research explores how language models interpret what we give them, and how we can evaluate their responses.

01

Nov 2025

PromptRefine

14th EAI ArtsIT Conference · Dubai, UAE

A framework that refines vague, ambiguous, or biased prompts before they reach LLMs. Evaluated across OpenAI and Anthropic models for clarity, intent alignment, and bias mitigation.

LLM evaluationPrompt refinementBias mitigation
02

Dec 2024

To BI or not To BI?

5th International Conference on Computers and AI Technology (CAIT 2024) · Hangzhou, China

An evaluation of deep learning and transformer models for suicidal ideation detection, accepted at CAIT 2024. BERT achieved 98.6% accuracy in the study, outperforming the LSTM-CNN and Bi-LSTM-CNN baselines evaluated.

TransformersBERTNLP

Interested in the work? Get in touch to discuss the research.

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