Deep Natural Language Understanding of News Text

no code implementations • WS 2019 • Jaya Shree, Emily Liu, Andrew Gordon, Jerry Hobbs

Early proposals for the deep understanding of natural language text advocated an approach of {``}interpretation as abduction,{''} where the meaning of a text was derived as an explanation that logically entailed the input words, given a knowledge base of lexical and commonsense axioms.

Natural Language Understanding

A Corpus of Rich Metaphor Annotation

no code implementations • WS 2015 • Jonathan Gordon, Jerry Hobbs, Jonathan May, Michael Mohler, Fabrizio Morbini, Bryan Rink, Marc Tomlinson, Suzanne Wertheim

High-Precision Abductive Mapping of Multilingual Metaphors

no code implementations • WS 2015 • Jonathan Gordon, Jerry Hobbs, Jonathan May, Fabrizio Morbini

Vocal Bursts Intensity Prediction

Abductive Inference for Interpretation of Metaphors

1 code implementation • WS 2014 • Ekaterina Ovchinnikova, Ross Israel, Suzanne Wertheim, Vladimir Zaytsev, Niloofar Montazeri, Jerry Hobbs

Case, Constructions, FrameNet, and the Deep Lexicon

no code implementations • WS 2014 • Jerry Hobbs

Abduction for Discourse Interpretation: A Probabilistic Framework

no code implementations • WS 2013 • Ekaterina Ovchinnikova, Andrew Gordon, Jerry Hobbs

Word Sense Disambiguation

Coreference Resolution with ILP-based Weighted Abduction

no code implementations • COLING 2012 • Naoya Inoue, Ekaterina Ovchinnikova, Kentaro Inui, Jerry Hobbs

coreference-resolution