{"id":796,"slug":"laion--scientific-summaries","name":"Scientific-Summaries","author":"laion","description":"\n\t\n\t\t\n\t\tScientific Summaries\n\t\n\n22 million LLM-generated structured summaries of scientific papers, enriched with OpenAlex scholarly metadata. Each paper has an 18-field structured summary covering methodology, key results, claims, limitations, and more. This public dataset includes full paper text for ~5.3 million papers where open-access status has been confirmed -- either through OpenAlex metadata or because the paper originates from a permissively licensed source such as the arXiv preprint… See the full description on the dataset page: https://huggingface.co/datasets/laion/Scientific-Summaries.","tags":"[\"Task_categories:summarization\",\"Task_categories:text-Classification\",\"Task_categories:feature-Extraction\",\"Annotations_creators:machine-Generated\",\"Source_datasets:s2orc\",\"Source_datasets:arxiv\"]","license":null,"framework":null,"parameters":null,"downloads":65720,"likes":5,"verified":0,"created_at":"2026-08-10 12:23:29","updated_at":"2026-08-14 08:23:22","source_url":"https://huggingface.co/datasets/laion/Scientific-Summaries","source_platform":"huggingface","hf_repo_id":"laion/Scientific-Summaries","ollama_name":"","category":"dataset","latest_version":"v1.0.0","version_count":1,"signature_count":1,"risk_level":null,"risk_score":null,"versions":[{"id":795,"model_id":796,"version":"v1.0.0","manifest_hash":"dc14aa14a4dd26686b64715e7a84378a3c3d2b8ff2c59f506981a37b19f52105","file_count":0,"total_size":0,"r2_manifest_key":"manifests/datasets/laion--scientific-summaries/v1.0.0.json","created_at":"2026-08-10 12:23:29"}],"files":[],"signatures":[{"id":1368,"version_id":795,"signer_did":"did:quantamrkt:registry:shield-v1","algorithm":"ML-DSA-65","signature_hex":"8f9f9f10e445e3bffe0763633aca469bd69c2f3f5274c86bea9f210e83224059","attestation_type":"registry","signed_at":"2026-08-10 12:23:29"}],"hndl":null}