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Entity Extraction

15 papers with code ยท Natural Language Processing

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Entity Extraction from Wikipedia List Pages

11 Mar 2020

In this paper, we present a two-phased approach for the extraction of entities from Wikipedia's list pages, which have proven to serve as a valuable source of information.

ENTITY EXTRACTION KNOWLEDGE GRAPHS

The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources

2 Mar 2020

We introduce the STEM (Science, Technology, Engineering, and Medicine) Dataset for Scientific Entity Extraction, Classification, and Resolution, version 1. 0 (STEM-ECR v1. 0).

ENTITY EXTRACTION ENTITY LINKING ENTITY RESOLUTION WORD SENSE DISAMBIGUATION

ScopeIt: Scoping Task Relevant Sentences in Documents

23 Feb 2020

Intelligent assistants like Cortana, Siri, Alexa, and Google Assistant are trained to parse information when the conversation is synchronous and short; however, for email-based conversational agents, the communication is asynchronous, and often contains information irrelevant to the assistant.

ENTITY EXTRACTION INTENT DETECTION

Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science

16 Dec 2019

This system meets computational information and knowledge management (CIKM) requirements of metadata-driven payload extraction, named entity extraction, and relationship extraction from text.

ENTITY EXTRACTION INFORMATION RETRIEVAL QUESTION ANSWERING

Latent Semantic Search and Information Extraction Architecture

30 Nov 2019

The motivation, concept, design and implementation of latent semantic search for search engines have limited semantic search, entity extraction and property attribution features, have insufficient accuracy and response time of latent search, may impose privacy concerns and the search results are unavailable in offline mode for robotic search operations.

ENTITY EXTRACTION

Entity Extraction with Knowledge from Web Scale Corpora

21 Nov 2019

Entity extraction is an important task in text mining and natural language processing.

ENTITY EXTRACTION

Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies

18 Nov 2019

More than 200 generic drugs approved by the U. S. Food and Drug Administration for non-cancer indications have shown promise for treating cancer.

ENTITY EXTRACTION LANGUAGE MODELLING

GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries

23 Sep 2019

The recurrent neural networks that use the pre-trained domain-specific word embeddings and a CRF layer for label optimization perform drug, adverse event and related entities extraction with micro-averaged F1-score of over 91%.

ENTITY EXTRACTION NAMED ENTITY RECOGNITION WORD EMBEDDINGS

Query-Based Named Entity Recognition

24 Aug 2019

In this paper, we propose a new strategy for the task of named entity recognition (NER).

ENTITY EXTRACTION MACHINE READING COMPREHENSION NAMED ENTITY RECOGNITION