Search Results for author: Steven Fincke

Found 3 papers, 1 papers with code

Massively Multi-Lingual Event Understanding: Extraction, Visualization, and Search

no code implementations17 May 2023 Chris Jenkins, Shantanu Agarwal, Joel Barry, Steven Fincke, Elizabeth Boschee

In this paper, we present ISI-Clear, a state-of-the-art, cross-lingual, zero-shot event extraction system and accompanying user interface for event visualization & search.

Natural Language Queries Zero-shot Event Extraction

Impact of Subword Pooling Strategy on Cross-lingual Event Detection

1 code implementation22 Feb 2023 Shantanu Agarwal, Steven Fincke, Chris Jenkins, Scott Miller, Elizabeth Boschee

Taking the task of cross-lingual event detection as a motivating example, we show that the choice of pooling strategy can have a significant impact on the target language performance.

Event Detection Event Extraction +3

Language Model Priming for Cross-Lingual Event Extraction

no code implementations25 Sep 2021 Steven Fincke, Shantanu Agarwal, Scott Miller, Elizabeth Boschee

We show that by enabling the language model to better compensate for the deficits of sparse and noisy training data, our approach improves both trigger and argument detection and classification significantly over the state of the art in a zero-shot cross-lingual setting.

Event Extraction Language Modelling +1

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