Nanyun Peng

14

Papers

43

Total Citations

Papers (14)

MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models

VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning

Verbalized Representation Learning for Interpretable Few-Shot Generalization

ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models

Open-Domain Text Evaluation via Contrastive Distribution Methods

An Empirical Study of Training End-to-End Vision-and-Language Transformers

Generalized Decoding for Pixel, Image, and Language

DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models

STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models

On Prompt-Driven Safeguarding for Large Language Models

InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model

Controllable Text Generation with Neurally-Decomposed Oracle

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone

DesCo: Learning Object Recognition with Rich Language Descriptions