15 citations · 18 across the 4 of their papers we have counts for
9 papers
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories
David Wilmot, Frank Keller
Measuring event salience is essential in the understanding of stories. This paper takes a recent unsupervised method for salience detection derived from Barthes Cardinal Functions…
Movie Plot Analysis via Turning Point Identification
Pinelopi Papalampidi, Frank Keller, Mirella Lapata
According to screenwriting theory, turning points (e.g., change of plans, major setback, climax) are crucial narrative moments within a screenplay: they define the plot structure,…
An Imitation Learning Approach to Unsupervised Parsing
Bowen Li, Lili Mou, Frank Keller
Recently, there has been an increasing interest in unsupervised parsers that optimize semantically oriented objectives, typically using reinforcement learning. Unfortunately, the l…
Cross-lingual Visual Verb Sense Disambiguation
Spandana Gella, Desmond Elliott, Frank Keller
Recent work has shown that visual context improves cross-lingual sense disambiguation for nouns. We extend this line of work to the more challenging task of cross-lingual verb sens…
Character-based Surprisal as a Model of Reading Difficulty in the Presence of Error
Michael Hahn, Frank Keller, Yonatan Bisk +1
Intuitively, human readers cope easily with errors in text; typos, misspelling, word substitutions, etc. do not unduly disrupt natural reading. Previous work indicates that letter…
Dependency Grammar Induction with a Neural Variational Transition-based Parser
Bowen Li, Jianpeng Cheng, Yang Liu +1
Dependency grammar induction is the task of learning dependency syntax without annotated training data. Traditional graph-based models with global inference achieve state-of-the-ar…