MERIT: Multimodal Evidence Reasoning over Image Tables
cs.CV, cs.AI
Submitted: 2026-10-13
Updated: 2026-10-13
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- Qwen3-VL Technical Report
- V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization
- PP-StructureV2: A Stronger Document Analysis System
- Turning Off-Policy Tokens On-Policy: A Plug-in Approach for Improving LLM Alignment
- Reasoning and Tool-use Compete in Agentic RL:From Quantifying Interference to Disentangled Tuning
- Towards a Theoretical Understanding to the Generalization of RLHF
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- MinerU: An Open-Source Solution for Precise Document Content Extraction
- TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding
- HTAM: Hierarchical Transition-Attended Memory for Operator Optimization
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