most citedBenchmarking Sequential Visual Input Reasoning and Prediction in Multimodal Large Language Models

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cs.CL2025

Step-DeepResearch Technical Report

Chen Hu, Haikuo Du, Heng Wang +64

As LLMs shift toward autonomous agents, Deep Research has emerged as a pivotal metric. However, existing academic benchmarks like BrowseComp often fail to meet real-world demands f…

cs.CL2025

Explaining Intrinsic Moral Self-Correction with Mechanistic Interpretability

Yu-Ting Lee, Fu-Chieh Chang, Yu-En Shu +2

Intrinsic moral self-correction refers to the phenomenon where a language model refines its ethical judgments or aligns its outputs purely through prompting. While effective across…