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Knowledge Base Population

10 papers with code · Natural Language Processing

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KnowledgeNet: A Benchmark Dataset for Knowledge Base Population

IJCNLP 2019 diffbot/knowledge-net

KnowledgeNet is a benchmark dataset for the task of automatically populating a knowledge base (Wikidata) with facts expressed in natural language text on the web.

ENTITY LINKING KNOWLEDGE BASE POPULATION RELATION EXTRACTION

101
01 Nov 2019

Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags

COLING 2018 onurgu/joint-ner-and-md-tagger

In this work, we propose a model which alleviates the need for such disambiguators by jointly learning NER and MD taggers in languages for which one can provide a list of candidate morphological analyses.

ENTITY LINKING KNOWLEDGE BASE POPULATION NAMED ENTITY RECOGNITION RELATION EXTRACTION WORD EMBEDDINGS

16
01 Aug 2018

Adversarial Feature Adaptation for Cross-lingual Relation Classification

COLING 2018 zoubowei/feature_adaptation4RC

In this paper, we come up with a feature adaptation approach for cross-lingual relation classification, which employs a generative adversarial network (GAN) to transfer feature representations from one language with rich annotated data to another language with scarce annotated data.

DOMAIN ADAPTATION KNOWLEDGE BASE POPULATION QUESTION ANSWERING RELATION CLASSIFICATION REPRESENTATION LEARNING

3
01 Aug 2018

Discovering Implicit Knowledge with Unary Relations

ACL 2018 IBM/cc-dbp

State-of-the-art relation extraction approaches are only able to recognize relationships between mentions of entity arguments stated explicitly in the text and typically localized to the same sentence.

KNOWLEDGE BASE POPULATION NATURAL LANGUAGE INFERENCE RELATION EXTRACTION

19
01 Jul 2018

Position-aware Attention and Supervised Data Improve Slot Filling

EMNLP 2017 yuhaozhang/tacred-relation

The combination of better supervised data and a more appropriate high-capacity model enables much better relation extraction performance.

KNOWLEDGE BASE POPULATION KNOWLEDGE GRAPHS RELATION EXTRACTION SLOT FILLING

235
01 Sep 2017

SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications

SEMEVAL 2017 LIAAD/KeywordExtractor-Datasets

We describe the SemEval task of extracting keyphrases and relations between them from scientific documents, which is crucial for understanding which publications describe which processes, tasks and materials.

KNOWLEDGE BASE POPULATION

37
10 Apr 2017

Entity Disambiguation with Web Links

TACL 2015 wikilinks/nel

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

ENTITY DISAMBIGUATION ENTITY LINKING KNOWLEDGE BASE POPULATION

165
01 Jan 2015