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Capital One Tech Blog

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publications

M4-RAG: A multimodal RAG

A massive-scale benchmark for evaluating retrieval-augmented VQA across languages and modalities. (CVPR)

publications

VLMs are confused tourists

A novel cultural adversarial robustness suite designed to assess VLMs’ stability against perturbed geographical cues. (CVPR)

publications

Uncertainty as feature gaps

An uncertainty measure defined as the cross-entropy between predictive distribution and unknown true distribution. (ICLR)

publications

DynaGuard: A dynamic guardian model

A suite of dynamic guardian models offering novel flexibility by evaluating text based on user-defined policies. (ICLR)

publications

MR3: Multilingual rubric-agnostic reward reasoning models

A multilingual, rubric-agnostic reward reasoning model achieving the broadest language coverage in reward modeling to date. (ICLR)

publications

Distillation versus contrastive learning

An empirical comparison of contrastive learning and knowledge distillation. (AACL)

publications

LLM reasoning for cold-start item recommendation

Novel reasoning strategies designed for cold-start item recommendations within the Netflix domain. (WWW)

publications

RAFFLES: reasoning-based attribution of faults

An evaluation architecture that incorporates reasoning and iterative refinement. (EACL)

publications

Deconstructing instruction-following

A modular framework that uses a dynamically generated dataset to evaluate the capability of Large Language Models. (EACL)

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