Pointer Networks

method ID: pointernetworks

Related Papers

Gated Self-Matching Networks for Reading Comprehension and Question Answering

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractIn this paper, we present the gated self-matching networks for reading comprehension style question answering, which aims to answer questions from a given passage. We first match the question and …...

40094

A Unified Linear-Time Framework for Sentence-Level Discourse Parsing

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWe propose an efficient neural framework for sentence-level discourse analysis in accordance with Rhetorical Structure Theory (RST). Our framework comprises a discourse segmenter to identify the elementary discourse units (EDU) …...

39554

Confusionset-guided Pointer Networks for Chinese Spelling Check

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractThis paper proposes Confusionset-guided Pointer Networks for Chinese Spell Check (CSC) task. More concretely, our approach utilizes the off-the-shelf confusionset for guiding the character generation. To this end, our novel …...

39387

DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractThe increased focus on misinformation has spurred development of data and systems for detecting the veracity of a claim as well as retrieving authoritative evidence. The Fact Extraction and VERification …...

37217

Transition-based Semantic Dependency Parsing with Pointer Networks

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractTransition-based parsers implemented with Pointer Networks have become the new state of the art in dependency parsing, excelling in producing labelled syntactic trees and outperforming graph-based models in this task. …...

37345