{"total":44,"rows":[{"id":"2312.08914","title":"CogAgent: A Visual Language Model for GUI Agents","created":"2023-12-14","cited_by_count":704,"area":"mllm"},{"id":"2405.02246","title":"What matters when building vision-language models?","created":"2024-05-03","cited_by_count":326,"area":"mllm"},{"id":"2408.16500","title":"CogVLM2: Visual Language Models for Image and Video Understanding","created":"2024-08-29","cited_by_count":217,"area":"mllm"},{"id":"2408.12637","title":"Building and better understanding vision-language models: insights and future directions","created":"2024-08-22","cited_by_count":173,"area":"mllm"},{"id":"2403.03163","title":"Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering","created":"2024-03-05","cited_by_count":152,"area":"mllm"},{"id":"2502.18443","title":"olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models","created":"2025-02-25","cited_by_count":125,"area":"mllm"},{"id":"2509.22186","title":"MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing","created":"2025-09-26","cited_by_count":116,"area":"mllm"},{"id":"2406.11317","title":"GUICourse: From General Vision Language Models to Versatile GUI Agents","created":"2024-06-17","cited_by_count":114,"area":"mllm"},{"id":"2510.14528","title":"PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model","created":"2025-10-16","cited_by_count":89,"area":"mllm"},{"id":"2312.06109","title":"Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models","created":"2023-12-11","cited_by_count":84,"area":"mllm"},{"id":"2412.02210","title":"CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy","created":"2024-12-03","cited_by_count":81,"area":"mllm"},{"id":"2401.02384","title":"ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning","created":"2024-01-04","cited_by_count":79,"area":"mllm"},{"id":"2503.11576","title":"SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion","created":"2025-03-14","cited_by_count":53,"area":"mllm"},{"id":"2512.02498","title":"dots.ocr: Multilingual Document Layout Parsing in a Single Vision-Language Model","created":"2025-12-02","cited_by_count":47,"area":"mllm"},{"id":"2509.01215","title":"POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion","created":"2025-09-01","cited_by_count":34,"area":"mllm"},{"id":"2404.07917","title":"DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation","created":"2024-04-11","cited_by_count":32,"area":"mllm"},{"id":"2404.09204","title":"TextHawk: Exploring Efficient Fine-Grained Perception of Multimodal Large Language Models","created":"2024-04-14","cited_by_count":27,"area":"mllm"},{"id":"2601.14251","title":"LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR","created":"2026-01-20","cited_by_count":23,"area":"mllm"},{"id":"2603.13398","title":"Qianfan-OCR: A Unified End-to-End Model for Document Intelligence","created":"2026-03-11","cited_by_count":21,"area":"mllm"},{"id":"2511.19575","title":"HunyuanOCR Technical Report","created":"2025-11-24","cited_by_count":20,"area":"mllm"},{"id":"2510.15349","title":"Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document Parsing","created":"2025-10-17","cited_by_count":17,"area":"mllm"},{"id":"2602.01785","title":"Seeing is Coding: On the Effectiveness of Vision Language Models in Code Understanding","created":"2026-02-02","cited_by_count":13,"area":"mllm"},{"id":"2504.11101","title":"Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR","created":"2025-04-15","cited_by_count":12,"area":"mllm"},{"id":"2601.21639","title":"OCRVerse: Towards Holistic OCR in End-to-End Vision-Language Models","created":"2026-01-29","cited_by_count":12,"area":"mllm"},{"id":"2405.21013","title":"StrucTexTv3: An Efficient Vision-Language Model for Text-rich Image Perception, Comprehension, and Beyond","created":"2024-05-31","cited_by_count":11,"area":"mllm"},{"id":"2509.17589","title":"Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models","created":"2025-09-22","cited_by_count":9,"area":"mllm"},{"id":"2511.18434","title":"DocPTBench: Benchmarking End-to-End Photographed Document Parsing and Translation","created":"2025-11-23","cited_by_count":9,"area":"mllm"},{"id":"2406.13923","title":"PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents","created":"2024-06-20","cited_by_count":7,"area":"mllm"},{"id":"2509.18189","title":"Qianfan-VL: Domain-Enhanced Universal Vision-Language Models","created":"2025-09-19","cited_by_count":7,"area":"mllm"},{"id":"2602.12957","title":"HSD: Training-Free Acceleration for Document Parsing Vision-Language Models with Hierarchical Speculative Decoding","created":"2026-02-13","cited_by_count":6,"area":"mllm"},{"id":"2505.14381","title":"SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation","created":"2025-05-20","cited_by_count":5,"area":"mllm"},{"id":"2507.08309","title":"Improving MLLM's Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency","created":"2025-07-11","cited_by_count":5,"area":"mllm"},{"id":"2507.07572","title":"Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation","created":"2025-07-10","cited_by_count":4,"area":"mllm"},{"id":"2502.19546","title":"CNS-Obsidian: A Neurosurgical Vision-Language Model Built From Scientific Publications","created":"2025-02-26","cited_by_count":3,"area":"mllm"},{"id":"2607.21617","title":"Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models","created":"2026-05-29","cited_by_count":2,"area":"mllm"},{"id":"2510.02543","title":"Exploring OCR-augmented Generation for Bilingual VQA","created":"2025-10-02","cited_by_count":1,"area":"mllm"},{"id":"2602.22426","title":"SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read","created":"2026-02-25","cited_by_count":1,"area":"mllm"},{"id":"2602.06402","title":"MeDocVL: A Visual Language Model for Medical Document Understanding and Parsing","created":"2026-02-06","cited_by_count":0,"area":"mllm"},{"id":"2605.17447","title":"FastOCR: Dynamic Visual Fixation via KV Cache Pruning for Efficient Document Parsing","created":"2026-05-17","cited_by_count":0,"area":"mllm"},{"id":"2605.19866","title":"Structured Layout Priors for Robust Out-of-Distribution Visual Document Understanding","created":"2026-05-19","cited_by_count":0,"area":"mllm"},{"id":"2606.25343","title":"Invoice Haystack: Benchmarking Document Retrieval and Visual Question Answering Under Strong Visual Homogeneity","created":"2026-06-24","cited_by_count":0,"area":"mllm"},{"id":"2608.28698","title":"State-Conditioned Visual Evidence Retrieval for Fine-Grained Perception in Document Vision-Language Models","created":"2026-08-27","cited_by_count":0,"area":"mllm"},{"id":"2609.38282","title":"Improving OCR Faithfulness via Gated and Attenuated On-Policy Distillation","created":"2026-09-29","cited_by_count":0,"area":"mllm"},{"id":"2610.11148","title":"SP-DocReader: Difference-Aware Self-Play for Precise Document OCR","created":"2026-10-08","cited_by_count":0,"area":"mllm"}],"next_cursor":null}