Natural-Language Temporal Grounding in Hour-Long Videos is a Search Problem: A Benchmark and Empirical Decomposition Paper • 2606.12300 • Published about 1 month ago • 1
Verus-SpecGym: An Agentic Environment for Evaluating Specification Autoformalization Paper • 2605.26457 • Published May 26 • 7
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 59
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models Paper • 2506.04688 • Published Jun 5, 2025 • 3
Does Audio Matter for Modern Video-LLMs and Their Benchmarks? Paper • 2509.17901 • Published Sep 22, 2025
MambaMia: A State-Space-Model-Based Compression for Efficient Video Understanding in Large Multimodal Models Paper • 2506.13564 • Published Jun 16, 2025
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 59
Decentralized Instruction Tuning: Conflict-Aware Splitting and Weight Merging Paper • 2606.01717 • Published Jun 1 • 21
Decentralized Instruction Tuning: Conflict-Aware Splitting and Weight Merging Paper • 2606.01717 • Published Jun 1 • 21
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts Paper • 2606.02404 • Published Jun 1 • 59
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists Paper • 2605.20668 • Published May 20 • 13
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers with 45 expert scientists Paper • 2605.20668 • Published May 20 • 13
Reasoning over mathematical objects: on-policy reward modeling and test time aggregation Paper • 2603.18886 • Published Mar 19 • 6
Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs Paper • 2605.09063 • Published May 9 • 82
Measuring Sycophancy of Language Models in Multi-turn Dialogues Paper • 2505.23840 • Published May 28, 2025 • 4
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1, 2025 • 79
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs Paper • 2508.13141 • Published Aug 18, 2025
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding Paper • 2509.21451 • Published Sep 25, 2025
SPICE: Self-Play In Corpus Environments Improves Reasoning Paper • 2510.24684 • Published Oct 28, 2025 • 18