17 citations · 20 across the 3 of their papers we have counts for
4 papers · 1 filter
What Happens To BERT Embeddings During Fine-tuning?
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick +1
While there has been much recent work studying how linguistic information is encoded in pre-trained sentence representations, comparatively little is understood about how these mod…
Unsupervised Induction of Contingent Event Pairs from Film Scenes
Zhichao Hu, Elahe Rahimtoroghi, Larissa Munishkina +2
Human engagement in narrative is partially driven by reasoning about discourse relations between narrative events, and the expectations about what is likely to happen next that res…
Inference of Fine-Grained Event Causality from Blogs and Films
Zhichao Hu, Elahe Rahimtoroghi, Marilyn A Walker
Human understanding of narrative is mainly driven by reasoning about causal relations between events and thus recognizing them is a key capability for computational models of langu…
Learning Fine-Grained Knowledge about Contingent Relations between Everyday Events
Elahe Rahimtoroghi, Ernesto Hernandez, Marilyn A Walker
Much of the user-generated content on social media is provided by ordinary people telling stories about their daily lives. We develop and test a novel method for learning fine-grai…