Benjamin Feuer PRO

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authored a paper 2 months ago

When Judgment Becomes Noise: How Design Failures in LLM Judge Benchmarks Silently Undermine Validity

Paper • 2509.20293 • Published Sep 24 • 7

authored 2 papers 5 months ago

When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Paper • 2305.02997 • Published May 4, 2023

MARVIS: Modality Adaptive Reasoning over VISualizations

Paper • 2507.01544 • Published Jul 2 • 13

authored 4 papers 6 months ago

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Paper • 2406.19314 • Published Jun 27, 2024 • 23

TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks

Paper • 2402.11137 • Published Feb 17, 2024

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4 • 48

ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models

Paper • 2310.18208 • Published Oct 27, 2023

authored a paper 10 months ago

WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training

Paper • 2501.18511 • Published Jan 30 • 20

authored a paper 12 months ago

Hidden in the Noise: Two-Stage Robust Watermarking for Images

Paper • 2412.04653 • Published Dec 5, 2024 • 31

authored 3 papers about 1 year ago

Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity

Paper • 2406.17720 • Published Jun 25, 2024 • 8

SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification

Paper • 2410.05057 • Published Oct 7, 2024 • 7

Style over Substance: Failure Modes of LLM Judges in Alignment Benchmarking

Paper • 2409.15268 • Published Sep 23, 2024 • 13