…View arXiv page View PDF Project page GitHub 26 Add to collection Community This work introduces On-policy Data Evolution (ODE) for visual-native multimodal deep search agents. It combines an image…
…statements, populated via self-distillation for extra training signal without formally verifying every mutated instance. By perturbing known problems while preserving their formal character, ALF reduces reliance on any statement's surface…
…Benchmarking Chart Parsing across Languages, Scenarios, and Formats Published on May 31 Submitted by Peng Shangpin on Jun 2 Authors: Shangpin Peng , , , , , , , , , , , , Abstract ChartArena presents a comprehensive bilingual benchmark for chart parsing…
…it solves it." 100 tasks across 15 domains, built on the TICOS framework (Task / Introspection / Calibration / Output / Self-correction) Already #5 globally on HF Datasets popularity Officially endorsed by the HF Evaluation…
…Sliding Window Attention on three of every four layers, and a single Multi-Token Prediction head that doubles as both an auxiliary pre-training objective and a built-in draft model for…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct As an increasing majority of global video content is consumed on social platforms for interactive social purposes, video generation models built for social worlds…
…Add to collection Community BrainG3N: A Dual-Purpose Tokenizer for Controllable 3D Brain MRI Generation BrainG3N is a controllable generator for 3D brain MRI built on top of a strong self-supervised…
…We further introduce SimpleTrace, a lightweight tracing pipeline built on infini-gram that deterministically attributes model generations to large-scale training corpora and computes verbatim, near-verbatim, and propensity-transformed memorization metrics…
…one, and it points at the same place from a different side. "Which span was first-harmful" isn't observed — it's a verdict DRIFT computes from the dependency graph it built…
…The performance of agent systems built on LLMs depends on both the model weights and the harness around them, which governs what information to store, retrieve, and present to the model. For…