3 papers
cs.DB2026
Lit2Vec: A Reproducible Workflow for Building a Legally Screened Chemistry Corpus from S2ORC for Downstream Retrieval and Text Mining
Mahmoud Amiri, Jamile Mohammad Jafari, Sara Mostafapour +1
We present Lit2Vec, a reproducible workflow for constructing and validating a chemistry corpus from the Semantic Scholar Open Research Corpus using conservative, metadata-based lic…
cs.IR2025
Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation
Mahmoud Amiri, Thomas Bocklitz
The retrieval stage of retrieval-augmented generation (RAG) for scientific question answering depends on how documents are segmented and how chunks are represented in embedding spa…
cs.AI2025
ChemQuests: A Curated Chemistry Question-Answer Database Extracted from ChemRxiv papers
Mahmoud Amiri, Thomas Bocklitz
The rapid expansion of chemistry literature poses significant challenges for researchers seeking to efficiently access domain-specific knowledge. To support advancements in chemist…