Forrest Davis

Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning

A growing body of literature has focused on detailing the linguistic knowledge embedded in large, pretrained language models. Existing work has shown that non-linguistic biases in models can drive model behavior away from linguistic generalizations. We hypothesized that competing linguistic processe…