Ally Zhang

2 paper cards in Mova's library · 2019–2020

Ally Zhang wrote 2 of the papers Mova reads, in 2019–2020; often with Yoav Artzi, Alane Suhr, Ananth Gottumukkala.

The profile is the library's match of the name; two people with one name are not always told apart.

Papers

Evaluating Models' Local Decision Boundaries via Contrast Sets (2020) measured
Standard test sets come from the same distribution as the training data, so a dataset with systematic gaps or annotation artifacts lets models score well with shallow heuristics.
A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2) (2019)
The paper introduces NLVR2, a dataset for visual reasoning in which a model receives a pair of real photographs and an English sentence and must decide whether the sentence is true of the pair.