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Entity Linking

41 papers with code · Natural Language Processing

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Learning Dynamic Context Augmentation for Global Entity Linking

4 Sep 2019YoungXiyuan/DCA

Despite of the recent success of collective entity linking (EL) methods, these "global" inference methods may yield sub-optimal results when the "all-mention coherence" assumption breaks, and often suffer from high computational cost at the inference stage, due to the complex search space.

ENTITY LINKING

6
04 Sep 2019

Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning

20 Jun 2019DeepLearnXMU/RRWEL

However, most neural collective EL methods depend entirely upon neural networks to automatically model the semantic dependencies between different EL decisions, which lack of the guidance from external knowledge.

ENTITY DISAMBIGUATION ENTITY LINKING LEARNING SEMANTIC REPRESENTATIONS

12
20 Jun 2019

Zero-Shot Entity Linking by Reading Entity Descriptions

ACL 2019 lajanugen/zeshel

First, we show that strong reading comprehension models pre-trained on large unlabeled data can be used to generalize to unseen entities.

ENTITY LINKING READING COMPREHENSION

23
18 Jun 2019

Boosting Entity Linking Performance by Leveraging Unlabeled Documents

ACL 2019 lephong/wnel

First, we construct a high recall list of candidate entities for each mention in an unlabeled document.

ENTITY LINKING

16
04 Jun 2019

OpenTapioca: Lightweight Entity Linking for Wikidata

19 Apr 2019wetneb/opentapioca

We propose a simple Named Entity Linking system that can be trained from Wikidata only.

ENTITY LINKING

68
19 Apr 2019

MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts

25 Feb 2019chanzuckerberg/MedMentions

This paper presents the formal release of MedMentions, a new manually annotated resource for the recognition of biomedical concepts.

ENTITY LINKING NAMED ENTITY RECOGNITION

86
25 Feb 2019

Neural Collective Entity Linking

COLING 2018 TaoMiner/NCEL

To address this issue, we propose a novel neural model for collective entity linking, named as NCEL.

ENTITY LINKING

25
21 Nov 2018

Bio-YODIE: A Named Entity Linking System for Biomedical Text

12 Nov 2018GateNLP/Bio-YODIE

Ever-expanding volumes of biomedical text require automated semantic annotation techniques to curate and put to best use.

ENTITY LINKING

10
12 Nov 2018

Zero-shot Neural Transfer for Cross-lingual Entity Linking

9 Nov 2018neulab/pivot-based-entity-linking

To address this problem, we investigate zero-shot cross-lingual entity linking, in which we assume no bilingual lexical resources are available in the source low-resource language.

CROSS-LINGUAL ENTITY LINKING ENTITY LINKING

1
09 Nov 2018