[Paper Review] Operationalizing Large Language Models for Clinical Research Data Extraction: Methods, Quality Control, and GovernanceThe paper elaborates methodologies for LLM text extraction from research papers. It is not only giving methodologies for extraction of meaningful data, but also assessment and choosing right models. 11Jun 11 · 5 min readramieeee.me
[Paper Review] Development of a machine learning approach for prediction of red blood cell transfusion in patients undergoing Cesarean section at a single institutionThe current interest of mine is leaned towards the AI research applied to biomedical or healthcare domains. While scanning through papers, I spotted this paper and I decided to have a look at it. IndeApr 4 · 5 min readramieeee.me
[Paper Review] MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon AgentsI have been looking for a method that will fulfill tasks for extracting data from a long-sequenced and unstructured text using LLM. If given a pdf file of a research paper, my first approach was to iterate each pages and feed the text data from a pag...Feb 8 · 3 min readramieeee.me
[Paper Review] Revolutionizing Speaker Recognition and Diarization: A Novel Methodology in Speech AnalysisIt is my first paper review about Speech-to-Text methodology. After reading this paper I tried to dig into the sound and wave world to learn how the digitalized sound data is transformed into the form that humans can understand. My company is now wor...Jul 5, 2025 · 6 min readramieeee.me
[Paper Review] Training a Helpful and Harmless Assistant withReinforcement Learning from Human FeedbackSince I have joined a team which deals with AI and LLMs, I have decided to review a paper in relation to an LLM which deals with reinforcement learning of LLM and how it turns out to be better than the zero-shot learning. It had been only 3 days in t...May 25, 2025 · 4 min readramieeee.me