Sam Wiseman

2 paper cards in Mova's library · 2021–2023

Sam Wiseman wrote 2 of the papers Mova reads, in 2021–2023, most of them on Coreference resolution, Machine translation; often with Cynthia Rudin, Edwin Agnew, Karen Livescu.

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

Papers

The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet Generation (2023)
The paper generates Shakespearean sonnets with a small pretrained model (GPT-2, fine-tuned on poems and sonnets) and enforces the sonnet form explicitly rather than hoping training teaches it.
On Generalization in Coreference Resolution (2021)
The paper asks whether coreference models trained on one dataset transfer to others. It consolidates eight datasets (OntoNotes, LitBank, PreCo as training sets; Character Identification, WikiCoref, Quiz Bowl, GAP and Winograd-style WSC as evaluation or analysis sets) and trains a long-document entity-ranking model…