MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs
🤗 Paper Upvotes: 15 | cs.CV, cs.AI, cs.CL
Authors:
Chaoyou Fu, Yi-Fan Zhang, Shukang Yin, Bo Li, Xinyu Fang, Sirui Zhao, Haodong Duan, Xing Sun, Ziwei Liu, Liang Wang, Caifeng Shan, Ran He
Title:
MME-Survey: A Comprehensive Survey on Evaluation of…
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
🤗 Upvotes: 30 | cs.CL, cs.CV
Authors:
Jarvis Guo, Tuney Zheng, Yuelin Bai, Bo Li, Yubo Wang, King Zhu, Yizhi Li, Graham Neubig, Wenhu Chen, Xiang Yue
Title:
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
…
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos
🤗 Upvotes: 10 | cs.CV, cs.CL
Authors:
Kairui Hu, Penghao Wu, Fanyi Pu, Wang Xiao, Yuanhan Zhang, Xiang Yue, Bo Li, Ziwei Liu
Title:
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos
Arxiv:
…
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails
🤗 Upvotes: 18 | cs.CL, cs.LG
Authors:
Yihe Deng, Yu Yang, Junkai Zhang, Wei Wang, Bo Li
Title:
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails
Arxiv:
http://arxiv.org/abs/2502.05163v1
…
Practical Significance | Episode 54: The Power of Saying, “Yes”— Volunteering & Service in the ASA
Practical Significance focuses on the passion and commitment members bring to advancing the ASA’s mission of promoting the practice and profession of statistics. Cohosts Donna LaLonde and Ron Wasserstein chat with two guests—Susan Paddock, executive vice president and chief scientist at NORC at the…
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration
🤗 Upvotes: 45 | cs.CL
Authors:
Haoran Zhang, Yafu Li, Xuyang Hu, Dongrui Liu, Zhilin Wang, Bo Li, Yu Cheng
Title:
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration
Arxiv:
http://arxiv.…
Visual Jigsaw Post-Training Improves MLLMs
🤗 Upvotes: 33 | cs.CV
Authors:
Penghao Wu, Yushan Zhang, Haiwen Diao, Bo Li, Lewei Lu, Ziwei Liu
Title:
Visual Jigsaw Post-Training Improves MLLMs
Arxiv:
http://arxiv.org/abs/2509.25190v1
Abstract:
…
‘Practical Significance’ | Episode 62: Volume One: A Conversation with the Editors of ASA Discoveries
What does a journal look like when you design it for the research world we’re living in, along with the one we’re building? In the latest episode of Practical Significance, cohosts Donna LaLonde and Ron Wasserstein welcome the editorial leadership team behind ASA Discoveries, the American Statistic…
PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails
🤗 Upvotes: 30 | cs.CV, cs.AI, cs.CL
Authors:
Mingyang Song, Luxin Xu, Haoyu Sun, Minzhou Pan, Yu Cheng, Bo Li
Title:
PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails
Arxiv:
http://arxiv.org/ab…
EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents
🤗 Upvotes: 32 | cs.CR
Authors:
Nanxi Li, Yingzi Ma, Yulong Cao, Edward Suh, Bo Li, Dawn Song, Chaowei Xiao
Title:
EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents
Arxiv:
http://arxiv.org/a…
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