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cs.LG2026
Historical Anchors for Scientific Forecasting on Human-Aware Knowledge Graphs
Siu Tin Wu, Ryan C. Barron, Phoebe Upton Sanderbeck +3
Predicting which scientific connections will form next can point researchers toward the most promising leads. One successful approach learns representations by sampling paths throu…
cs.IR2026
Generated Query Expansion Still Helps Strong Sparse Retrieval: A Controlled Study with SPLADE-v3
Ryan C. Barron, Cade W. Trotter, Maksim E. Eren +3
Scientific queries are often brief, while relevant papers use specialized vocabulary. Generated query expansion can bridge this mismatch, but earlier work suggests that its value s…