CiteRight Corpus Research dataset accompanying the CS 552 (EPFL Spring 2026) Open Project Faithful RAG: Citation Accuracy and Retrieval Robustness in Domain Specific Scientific Literature by Team CiteRight (Elie Bruno, Andrea Trugenberger, Faruk Zahiragic, Yusif Askari). Contents Path Description chunks/ .json Pre computed semantic chunks per paper (~2 000 chars coarse, ~300 chars fine). indexes/ .faiss FAISS IndexFlatIP built from OpenAI text embedding 3 small (1 536 d). indexes/ metadata.json Row → chunk mapping with paper id, section hierarchy, text. processed/ /document.md Dolphin 1.5 parsed markdown (preserves sections, equations, tables). processed/ /metadata.json Page level layout metadata from the VLM. raw metadata/ .json OpenAlex bibliographic record (DOI, year, OA status). Original PDFs are not redistributed: anyone who needs them can refetch from OpenAlex using the id field in raw metadata/ .json . Provenance Source: OpenAlex, filtered with primary topic.id=t10856 and open access.is oa=true . PDF parsing: Dolphin 1.5 on a CUDA 11.8 worker fleet. Embeddings: OpenAI text embedding 3 small (1 536 d), normalised for cosine similarity. Loading Or use the helpers in evaluation…
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