Author

Wenjie Wang

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#artificial intelligence Jun 2026

SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data

This paper proposes specification-grounded alignment, a new alignment paradigm that treats provider-authored model specifications as the primary alignment target rather than abstract principles or static benchmarks, and introduces SpecAlign, a framework that synthesizes alignment data directly from specification docume...

Wenjie Wang, Yue Huang, Zheng-Qing Yuan et al. · arXiv.org · 4 citations

#artificial intelligence Aug 2025

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

The introduction of MM-BrowseComp, a novel benchmark comprising 400 challenging, hand-crafted questions designed to evaluate multimodal retrieval and reasoning capabilities, is introduced, establishing MM-BrowseComp as a rigorous new standard for the field.

Shilong Li, Xingyuan Bu, Wenjie Wang et al. · arXiv.org · 37 citations · ⚡7