Search Results for author: Ben Hachey

Found 19 papers, 4 papers with code

An Effective Transition-based Model for Discontinuous NER

1 code implementation ACL 2020 Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

Unlike widely used Named Entity Recognition (NER) data sets in generic domains, biomedical NER data sets often contain mentions consisting of discontinuous spans.

named-entity-recognition Named Entity Recognition +1

Using Similarity Measures to Select Pretraining Data for NER

1 code implementation NAACL 2019 Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

Word vectors and Language Models (LMs) pretrained on a large amount of unlabelled data can dramatically improve various Natural Language Processing (NLP) tasks.

named-entity-recognition Named Entity Recognition

Learning to generate one-sentence biographies from Wikidata

1 code implementation EACL 2017 Andrew Chisholm, Will Radford, Ben Hachey

We investigate the generation of one-sentence Wikipedia biographies from facts derived from Wikidata slot-value pairs.

Post-edit Analysis of Collective Biography Generation

no code implementations20 Feb 2017 Bo Han, Will Radford, Anaïs Cadilhac, Art Harol, Andrew Chisholm, Ben Hachey

Text generation is increasingly common but often requires manual post-editing where high precision is critical to end users.

Text Generation

Presenting a New Dataset for the Timeline Generation Problem

no code implementations ALTA 2016 Xavier Holt, Will Radford, Ben Hachey

The timeline generation task summarises an entity's biography by selecting stories representing key events from a large pool of relevant documents.

:telephone::person::sailboat::whale::okhand:; or "Call me Ishmael" - How do you translate emoji?

no code implementations7 Nov 2016 Will Radford, Andrew Chisholm, Ben Hachey, Bo Han

We report on an exploratory analysis of Emoji Dick, a project that leverages crowdsourcing to translate Melville's Moby Dick into emoji.

Part-Of-Speech Tagging Translation +1

Entity Disambiguation with Web Links

1 code implementation TACL 2015 Andrew Chisholm, Ben Hachey

Entity disambiguation with Wikipedia relies on structured information from redirect pages, article text, inter-article links, and categories.

Entity Disambiguation Entity Linking +1

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