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Catherine Finegan-Dollak

2 accepted papers

2025

Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering

ACL 2025short

Embodied question answering (EQA) means using *perception of* and *action in* an environment to answer natural language questions about that environment. However, previous work has demonstrated that blind language models (which do not incorporate perception, but predict an answer based solely on the…

2023

GVdoc - Graph-based Visual DOcument Classification

ACL 2023findings

The robustness of a model for real-world deployment is decided by how well it performs on unseen data and distinguishes between in-domain and out-of-domain samples. Visual document classifiers have shown impressive performance on in-distribution test sets. However, they tend to have a hard time corr…