Byron C Wallace

Assistant Professor, Northeastern University

2 papers at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in Language Models

#4901 Spotlight · Chantal Shaib, Vinith Menon Suriyakumar, Byron C Wallace, Marzyeh Ghassemi

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation

#1911 · Sanjana Ramprasad, Byron C Wallace

This work stress-tests factuality metrics, showing they mostly perform well in cases that shallow models do and struggle with complex examples, fail to reward factual corrections, and are easily gamed, raising reliability concerns.