Entity Extraction using GAN

21 papers with code • 0 benchmarks • 1 datasets

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Datasets


Robust Benchmarking for Machine Learning of Clinical Entity Extraction

clinicalml/mimic_annotations 31 Jul 2020

We reformulate the annotation framework for clinical entity extraction to factor in these issues to allow for robust end-to-end system benchmarking.

4
31 Jul 2020

Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction

chenshaowei57/SDRN ACL 2020

The opinion entity extraction unit and the relation detection unit are developed as two channels to extract opinion entities and relations simultaneously.

27
01 Jul 2020

Named Entity Extraction with Finite State Transducers

dahuerfanov/NER-System 20 Jun 2020

We describe a named entity tagging system that requires minimal linguistic knowledge and can be applied to more target languages without substantial changes.

0
20 Jun 2020

MT-Clinical BERT: Scaling Clinical Information Extraction with Multitask Learning

NLPatVCU/multitasking_transformers 21 Apr 2020

Clinical notes contain an abundance of important but not-readily accessible information about patients.

39
21 Apr 2020

Common-Knowledge Concept Recognition for SEVA

jitinkrishnan/NASA-SE 26 Mar 2020

We build a common-knowledge concept recognition system for a Systems Engineer's Virtual Assistant (SEVA) which can be used for downstream tasks such as relation extraction, knowledge graph construction, and question-answering.

7
26 Mar 2020

Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks

L-ENA/HealthINF2020 30 Jan 2020

This paper contributes to solving problems related to ambiguity in PICO sentence prediction tasks, as well as highlighting how annotations for training named entity recognition systems are used to train a high-performing, but nevertheless flexible architecture for question answering in systematic review automation.

13
30 Jan 2020

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

carrliitos/NLPInformationExtraction 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.

5
16 Dec 2019

CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning

WindChimeRan/CopyMTL 24 Nov 2019

The model is extremely weak at differing the head and tail entity, resulting in inaccurate entity extraction.

121
24 Nov 2019

A Unified MRC Framework for Named Entity Recognition

ShannonAI/mrc-for-flat-nested-ner ACL 2020

Instead of treating the task of NER as a sequence labeling problem, we propose to formulate it as a machine reading comprehension (MRC) task.

629
25 Oct 2019

EATEN: Entity-aware Attention for Single Shot Visual Text Extraction

beacandler/EATEN 20 Sep 2019

Extracting entity from images is a crucial part of many OCR applications, such as entity recognition of cards, invoices, and receipts.

171
20 Sep 2019