{"total":13,"rows":[{"id":"2510.11693","title":"Scaling Language-Centric Omnimodal Representation Learning","created":"2025-10-13","cited_by_count":22,"area":"mllm"},{"id":"2601.21262","title":"CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding","created":"2026-01-29","cited_by_count":7,"area":"mllm"},{"id":"2512.21616","title":"TAMEing Long Contexts in Personalization: Towards Training-Free and State-Aware MLLM Personalized Assistant","created":"2025-12-25","cited_by_count":6,"area":"mllm"},{"id":"2601.20107","title":"Structural Anchor Pruning: Training-Free Multi-Vector Compression for Visual Document Retrieval","created":"2026-01-27","cited_by_count":6,"area":"mllm"},{"id":"2508.03644","title":"Are We on the Right Way for Assessing Document Retrieval-Augmented Generation?","created":"2025-08-05","cited_by_count":5,"area":"mllm"},{"id":"2602.13758","title":"OmniScience: A Large-scale Multi-modal Dataset for Scientific Image Understanding","created":"2026-02-14","cited_by_count":5,"area":"mllm"},{"id":"2608.23646","title":"MolEmb: Multimodal Large Language Models Can Be Strong Molecular Embedding Models","created":"2026-08-24","cited_by_count":3,"area":"mllm"},{"id":"2606.07654","title":"MM-Matryoshka: Towards Budget-Elastic Visual Document Retrieval via a 2D Multimodal Matryoshka Training Framework","created":"2026-06-03","cited_by_count":2,"area":"mllm"},{"id":"2508.12778","title":"HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks","created":"2025-08-18","cited_by_count":1,"area":"mllm"},{"id":"2603.13349","title":"MURE: Hierarchical Multi-Resolution Encoding via Vision-Language Models for Visual Document Retrieval","created":"2026-03-07","cited_by_count":1,"area":"mllm"},{"id":"2602.13961","title":"MarsRetrieval: Benchmarking Vision-Language Models for Planetary-Scale Geospatial Retrieval on Mars","created":"2026-02-15","cited_by_count":0,"area":"mllm"},{"id":"2602.22678","title":"ViCLIP-OT: The First Foundation Vision-Language Model for Vietnamese Image-Text Retrieval with Optimal Transport","created":"2026-02-26","cited_by_count":0,"area":"mllm"},{"id":"2603.16455","title":"Evo-Retriever: LLM-Guided Curriculum Evolution with Viewpoint-Pathway Collaboration for Multimodal Document Retrieval","created":"2026-03-17","cited_by_count":0,"area":"mllm"}],"next_cursor":null}