most citedCSPLADE: Learned Sparse Retrieval with Causal Language Models

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cs.LG2026

Graph is a Substrate Across Data Modalities

Ziming Li, Xiaoming Wu, Zehong Wang +6

Graphs provide a natural representation of relational structure that arises across diverse domains. Despite this ubiquity, graph structure is typically learned in a modality- and t…

cs.LG2025

SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph

Jiazheng Li, Yawei Wang, David Yan +5

Large Language Models (LLMs) have demonstrated remarkable capabilities, enabling language agents to excel at single-turn tasks. However, their application to complex, multi-step, a…