16 citations · 16 across the 4 of their papers we have counts for
4 papers
SCORE: A Semantic Evaluation Framework for Generative Document Parsing
Renyu Li, Antonio Jimeno Yepes, Yao You +3
Multi-modal generative document parsing systems challenge traditional evaluation: unlike deterministic OCR or layout models, they often produce semantically correct yet structurall…
Evolutionary thoughts: integration of large language models and evolutionary algorithms
Antonio Jimeno Yepes, Pieter Barnard
Large Language Models (LLMs) have unveiled remarkable capabilities in understanding and generating both natural language and code, but LLM reasoning is prone to hallucination and s…
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models
Tabinda Sarwar, Antonio Jose Jimeno Yepes, Lawrence Cavedon
Background: Data collected in controlled settings typically results in high-quality datasets. However, in real-world applications, the quality of data collection is often compromis…
Financial Report Chunking for Effective Retrieval Augmented Generation
Antonio Jimeno Yepes, Yao You, Jan Milczek +2
Chunking information is a key step in Retrieval Augmented Generation (RAG). Current research primarily centers on paragraph-level chunking. This approach treats all texts as equal…