Humans have the capacity to draw common-sense inferences from natural language:
various things that are likely but not certain to hold based on established discourse, and are …

The narrative cloze is an evaluation metric commonly used for work on automatic script
induction. While prior work in this area has focused on count-based methods from …

We present LOME, a system for performing multilingual information extraction. Given a text
document as input, our core system identifies spans of textual entity and event mentions with …

We propose ECO: a new way to generate embeddings for phrases that is Efficient,
Compositional, and Order-sensitive. Our method creates decompositional embeddings for …

Building a multilingual Wikipedia Page 1 38 COMMUNICATIONS OF THE ACM | APRIL 2021 |
VOL. 64 | NO. 4 viewpoints IMA GE B Y ANDRIJ BOR YS A SSOCIA TE S, USING WIKIPEDIA …

This article provides a methodologically novel, large-scale proof of historical bias against
Palestine in a newspaper of international importance–The New York Times (NYT)–during …

We present the first probabilistic model to capture all levels of the Minsky Frame structure,
with the goal of corpus-based induction of scenario definitions. Our model unifies prior …

Prior work has shown that coupling sequential latent variable models with semantic
ontological knowledge can improve the representational capabilities of event modeling …

Within the context of event modeling and understanding, we propose a new method for
neural sequence modeling that takes partially-observed sequences of discrete, external …

To understand a narrative, it is essential to comprehend its main characters and the
associated major events; however, this can be challenging with lengthy and unstructured …