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Rongfei Lu

2 accepted papers

2024

WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks

NeurIPS 2024poster

Existing ML benchmarks lack the depth and diversity of annotations needed for evaluating models on business process management (BPM) tasks. BPM is the practice of documenting, measuring, improving, and automating enterprise workflows. However, research has focused almost exclusively on one task -- f…

Cited by 1SourcecodeScholar
2021

DABS: a Domain-Agnostic Benchmark for Self-Supervised Learning

NeurIPS 2021poster

Self-supervised learning algorithms, including BERT and SimCLR, have enabled significant strides in fields like natural language processing, computer vision, and speech processing. However, these algorithms are domain-specific, meaning that new self-supervised learning algorithms must be developed f…

Cited by 43SourcecodeScholar