Search Results for author: S Harabagiu

Found 12 papers, 0 papers with code

The Language of Brain Signals: Natural Language Processing of Electroencephalography Reports

no code implementations LREC 2020 Ramon Maldonado, S Harabagiu, a

By exemplifying a self-attention joint-learning to predict similar annotations in the EEG report corpus, we discuss the promising results, hoping that our effort will inform the design of novel knowledge capture techniques that will include the language of brain signals.

EEG

Embedding Open-domain Common-sense Knowledge from Text

no code implementations LREC 2016 Travis Goodwin, S Harabagiu, a

Building a knowledge graph for representing common-sense knowledge in which concepts discerned from noun phrases are cast as vertices and lexicalized relations are cast as edges leads to learning the embeddings of common-sense knowledge accounting for semantic compositionality as well as implied knowledge.

Common Sense Reasoning Open Information Extraction

Clinical Data-Driven Probabilistic Graph Processing

no code implementations LREC 2014 Travis Goodwin, S Harabagiu, a

To perform inference on the graphical model, we describe a technique of smoothing the conditional likelihood of medical concepts by their semantically-similar belief values.

Information Retrieval

Annotating Spatial Containment Relations Between Events

no code implementations LREC 2012 Kirk Roberts, Travis Goodwin, S Harabagiu, a M.

Events form complex predicate-argument structures that model the participants in the event, their roles, as well as the temporal and spatial grounding.

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