What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity Paper • 2511.15593 • Published 18 days ago • 55
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6 • 208
PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity Paper • 2510.23603 • Published Oct 27 • 22
LimRank: Less is More for Reasoning-Intensive Information Reranking Paper • 2510.23544 • Published Oct 27 • 8
E^2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker Paper • 2510.22733 • Published Oct 26 • 31
FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain Paper • 2510.15232 • Published Oct 17 • 5
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Paper • 2510.05592 • Published Oct 7 • 105
Scientific Algorithm Discovery by Augmenting AlphaEvolve with Deep Research Paper • 2510.06056 • Published Oct 7 • 5
SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models Paper • 2510.08559 • Published Oct 9 • 8
Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels Paper • 2510.06499 • Published Oct 7 • 31
MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval Paper • 2510.09510 • Published Oct 10 • 7
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering Paper • 2510.06426 • Published Oct 7 • 2
PuzzlePlex: Benchmarking Foundation Models on Reasoning and Planning with Puzzles Paper • 2510.06475 • Published Oct 7 • 1