12 citations · 22 across the 3 of their papers we have counts for
5 papers · 2 filters
Aligning Script Events with Narrative Texts
Simon Ostermann, Michael Roth, Stefan Thater +1
Script knowledge plays a central role in text understanding and is relevant for a variety of downstream tasks. In this paper, we consider two recent datasets which provide a rich a…
Sequence to Sequence Learning for Event Prediction
Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu +2
This paper presents an approach to the task of predicting an event description from a preceding sentence in a text. Our approach explores sequence-to-sequence learning using a bidi…
A Mixture Model for Learning Multi-Sense Word Embeddings
Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi +2
Word embeddings are now a standard technique for inducing meaning representations for words. For getting good representations, it is important to take into account different senses…
InScript: Narrative texts annotated with script information
Ashutosh Modi, Tatjana Anikina, Simon Ostermann +1
This paper presents the InScript corpus (Narrative Texts Instantiating Script structure). InScript is a corpus of 1,000 stories centered around 10 different scenarios. Verbs and no…
Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction
Ashutosh Modi, Ivan Titov, Vera Demberg +2
Recent research in psycholinguistics has provided increasing evidence that humans predict upcoming content. Prediction also affects perception and might be a key to robustness in h…