Jasmijn Bastings

The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models

2020 · arXiv (Cornell University)

We present the Language Interpretability Tool (LIT), an open-source platform for visualization and understanding of NLP models. We focus on core questions about model behavior: Why did my model make this prediction? When does it …

Simple Recurrence Improves Masked Language Models

2022 · arXiv (Cornell University)

In this work, we explore whether modeling recurrence into the Transformer architecture can both be beneficial and efficient, by building an extremely simple recurrent module into the Transformer. We compare our model to baselines following …