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Dinesh Manocha — most-cited papers & profile · Large Language Models
← authors
·
overview
Dinesh Manocha
120
papers ·
171
citations ·
91
h-index
University of North Carolina at Chapel Hill · University of Maryland, College Park
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
EgoAVU: Egocentric Audio-Visual Understanding
2026
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
2026
Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
2025
Towards Optimal Multi-draft Speculative Decoding
2025
ChartLens: Fine-grained Visual Attribution in Charts
2025
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models
2023
AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models
2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
2024
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation
2024
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
2024
Top co-authors
Ryan A. Rossi
· 3
Tianyi Zhou
· 3
Ashish Seth
· 2
Franck Dernoncourt
· 2
Manan Suri
· 2
Puneet Mathur
· 2
Sreyan Ghosh
· 2
Tianrui Guan
· 2
Xiyang Wu
· 2
Zongxia Li
· 2
Abhinav Shrivastava
· 1
Akash Ghosh
· 1
Topics
Vision-Language
Training Techniques
Evaluation
Model Architecture
Safety & Alignment
Fine-Tuning
Code
Reinforcement Learning
In-Context Learning
Prompting