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ai deep-dive Search and Scraping in Practice

Building an Academic Search Pipeline: The Roles of arXiv, OpenAlex, Crossref, Semantic Scholar, and PubMed

An academic-search pipeline cannot simply concatenate five APIs: use arXiv or PubMed for domain discovery, align OpenAlex and Semantic Scholar records through DOI, PMID, and arXiv IDs, then use Crossref and PubMed relationships to check the version of record, corrections, and retractions.

#academic-search#literature-review#arxiv#openalex#crossref#semantic-scholar#pubmed
ai deep-dive

How Do People Read arXiv Papers? A Complete Guide to Methods and Tools

Reading papers is two problems stacked together: methodology (Keshav's three-pass method, 5-10 min / 1 hour / 4-5 hours) determines how to read, and tools (arXiv HTML, alphaXiv, NotebookLM, Connected Papers, Zotero) shorten the time for each pass. AI lowers the barrier to understanding; judging correctness always stays with the human.

#arxiv#paper-reading#research-tools#llm#literature-review#notebooklm#zotero