3 papers
cs.LG2024
PhilHumans: Benchmarking Machine Learning for Personal Health
Vadim Liventsev, Vivek Kumar, Allmin Pradhap Singh Susaiyah +14
The use of machine learning in Healthcare has the potential to improve patient outcomes as well as broaden the reach and affordability of Healthcare. The history of other applicati…
cs.CL2023
Schema-Driven Actionable Insight Generation and Smart Recommendation
Allmin Susaiyah, Aki Härmä, Milan Petković
In natural language generation (NLG), insight mining is seen as a data-to-text task, where data is mined for interesting patterns and verbalised into 'insight' statements. An 'over…
cs.CL2023
Opinion Mining Using Population-tuned Generative Language Models
Allmin Susaiyah, Abhinay Pandya, Aki Härmä
We present a novel method for mining opinions from text collections using generative language models trained on data collected from different populations. We describe the basic def…