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cs.LG2026
M-CTX: Exact and Scalable Spatial Context Retrieval for Trajectory Analytics
Kun Ma, Qilong Han, Chengjing Song +4
Modern trajectory predictors increasingly condition on external spatial context, such as map geometry, signed distance fields (SDFs), and nearby moving agents. While this context i…
cs.DB2026
CAPER: Clause-Aligned Process Supervision for Text-to-SQL
Lujie Ban, Jiasheng Shi, Jinyang Li +3
Text-to-SQL systems are typically evaluated by query-level execution correctness, but this terminal signal provides little guidance about which intermediate SQL decision caused suc…