4 papers
Prompt Chaining in Practice: A Case Study in Automated Scholarly Report Generation
Andrei Lazarev
The exponential growth of scholarly publications requires automated tools for effective information synthesis. However, simple, single-shot prompting methods often lack the reliabi…
AI SciBrief as a Gateway to Research: A Framework for Onboarding Students into New Research Areas
Andrei Lazarev, Dmitrii Sedov
Students at all levels of higher education face a significant barrier in the form of information overload, which often paralyzes the initial stages of the research process and supp…
Spatial Priming Outperforms Semantic Prompting: A Grid-Based Approach to Improving LLM Accuracy on Chart Data Extraction
Andrei Lazarev, Dmitrii Sedov, Alexander Galkin
The automated extraction of data from scientific charts is a critical task for large-scale literature analysis. While multimodal Large Language Models (LLMs) show promise, their ac…
Utilizing Modern Large Language Models (LLM) for Financial Trend Analysis and Digest Creation
Andrei Lazarev, Dmitrii Sedov
The exponential growth of information presents a significant challenge for researchers and professionals seeking to remain at the forefront of their fields and this paper introduce…