108 citations · 113 across the 13 of their papers we have counts for
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cs.CL2026
VLX-VR: An Agentic-Aware Video Reasoning Model
Sheng Li, Peng Liu, Qianqian Zhang +1
Real-world video understanding requires integrating visual, audio, textual, and temporal evidence distributed across a video. Yet many pipelines use a fixed video context and singl…
cs.CL2026
Calibration is the Bottleneck: An Action-Class Diagnostic of Multi-Turn Tool-Calling
Kangjia Zhao, Jiajun Li, Haozhan Shen +8
Multi-turn tool calling is a core evaluation scenario for large language model (LLM) agents. On public tool-calling benchmarks, open-weight models now approach or even surpass clos…