{"total":15,"rows":[{"id":"2507.01790","title":"How Do Vision-Language Models Process Conflicting Information Across Modalities?","created":"2025-07-02","cited_by_count":23,"area":"mllm"},{"id":"2510.21518","title":"Head Pursuit: Probing Attention Specialization in Multimodal Transformers","created":"2025-10-24","cited_by_count":17,"area":"mllm"},{"id":"2602.00462","title":"LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs","created":"2026-01-31","cited_by_count":15,"area":"mllm"},{"id":"2602.06218","title":"Cross-Modal Redundancy and the Geometry of Vision-Language Embeddings","created":"2026-02-05","cited_by_count":10,"area":"mllm"},{"id":"2512.08923","title":"Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs","created":"2025-12-09","cited_by_count":7,"area":"mllm"},{"id":"2512.19115","title":"Generative Giants, Retrieval Weaklings: Why do Multimodal Large Language Models Fail at Multimodal Retrieval?","created":"2025-12-22","cited_by_count":2,"area":"mllm"},{"id":"2601.20075","title":"Sparse CLIP: Co-Optimizing Interpretability and Performance in Contrastive Learning","created":"2026-01-27","cited_by_count":2,"area":"mllm"},{"id":"2604.15678","title":"HyCal: A Training-Free Prototype Calibration Method for Cross-Discipline Few-Shot Class-Incremental Learning","created":"2026-04-17","cited_by_count":1,"area":"mllm"},{"id":"2606.14758","title":"Disentangling Hallucinations: Orthogonal Semantic Projection for Robust Interpretability","created":"2026-06-08","cited_by_count":1,"area":"mllm"},{"id":"2606.16193","title":"Cascaded Sparse Autoencoders Learn Multi-Level Visual Concepts in Multimodal LLMs","created":"2026-06-15","cited_by_count":1,"area":"mllm"},{"id":"2604.14363","title":"The Cost of Language: Centroid Erasure Exposes and Exploits Modal Competition in Multimodal Language Models","created":"2026-04-15","cited_by_count":0,"area":"mllm"},{"id":"2605.11107","title":"Birds of a Feather Flock Together: Background-Invariant Representations via Linear Structure in VLMs","created":"2026-05-11","cited_by_count":0,"area":"mllm"},{"id":"2606.09868","title":"SPACE: Source-free Proxy Anchor Concept Erasure for MLLMs","created":"2026-06-01","cited_by_count":0,"area":"mllm"},{"id":"2606.29888","title":"Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders","created":"2026-06-29","cited_by_count":0,"area":"mllm"},{"id":"2607.01973","title":"Assessing VLM Reliability for Medical Image Quality Evaluation Under Corruption and Bias","created":"2026-07-02","cited_by_count":0,"area":"mllm"}],"next_cursor":null}