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Sina Khoshfetrat Pakazad

2 accepted papers

2025

Better Instruction-Following Through Minimum Bayes Risk

ICLR 2025spotlight

General-purpose LLM judges capable of human-level evaluation provide not only a scalable and accurate way of evaluating instruction-following LLMs but also new avenues for supervising and improving their performance. One promising way of leveraging LLM judges for supervision is through Minimum Bayes…

Cited by 5SourcePDFScholar
2024

Synthetic Multimodal Question Generation

EMNLP 2024finding

Multimodal Retrieval Augmented Generation (MMRAG) is a powerful approach to question-answering over multimodal documents. A key challenge with evaluating MMRAG is the paucity of high-quality datasets matching the question styles and modalities of interest. In light of this, we propose SMMQG, a synth…

Cited by 5SourcePDFScholar