Builds a 2M-contribution graph from 230k papers with 12.5M prerequisite links and reports 0.48 MAP on temporal backtesting for predicting enabling technologies.
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4 Pith papers cite this work. Polarity classification is still indexing.
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SciNLP is the first full-text entity and relation extraction benchmark for the NLP domain, built from 60 manually annotated publications and used to evaluate models and construct a domain knowledge graph.
HyBIRD adds point, cone, and factorized hyperbolic bridges over a frozen dense retriever for methodology inspiration retrieval, reaching 59.034 mAP on the MIR benchmark while producing query need profiles and evidence bundles.
Beaver agent harness achieves 81.0 GRAS on multimodal scientific curation, outperforming frontier agents by over 23 points through scaffolding and evidence tooling.
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Building Agent Harnesses for Scientific Curation from Multimodal Sources
Beaver agent harness achieves 81.0 GRAS on multimodal scientific curation, outperforming frontier agents by over 23 points through scaffolding and evidence tooling.