WSDM2022 "A Simple but Effective Bidirectional Extraction Framework for Relational Triple Extraction"

Last update: Dec 27, 2022

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Deep Learning BiRTE

Overview

BiRTE

WSDM2022 "A Simple but Effective Bidirectional Extraction Framework for Relational Triple Extraction"

Requirements

The main requirements are:

python 3.6
torch 1.4.0
tqdm
transformers == 2.8.0

Usage

Train and select the model

python run.py --dataset=WebNLG --train=train --batch_size=6

python run.py --dataset=WebNLG_star --train=train --batch_size=6

python run.py --dataset=NYT --train=train --batch_size=18

python run.py --dataset=NYT_star --train=train --batch_size=18

python run.py --dataset=NYT10 --train=train --batch_size=18

python run.py --dataset=NYT11 --train=train --batch_size=18

Evaluate on the test set

python run.py --dataset=WebNLG --train=test

python run.py --dataset=WebNLG_star --train=test

python run.py --dataset=NYT --train=test

python run.py --dataset=NYT_star --train=test

python run.py --dataset=NYT10 --train=test

python run.py --dataset=NYT11 --train=test

Owner

GitHub Repository

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WSDM2022 "A Simple but Effective Bidirectional Extraction Framework for Relational Triple Extraction"

Related tags

Overview

BiRTE

Requirements

Usage

Owner

Keras implementation of Deeplab v3+ with pretrained weights

Code for "Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation" ICCV'21

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clustering moroccan stocks time series data using k-means with dtw (dynamic time warping)

CVPR 2021: "The Spatially-Correlative Loss for Various Image Translation Tasks"

This repository contains the source code for the paper First Order Motion Model for Image Animation

GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles

This initial strategy was developed specifically for larger pools and is based on taking a moving average and deriving Bollinger Bands to create a projected active liquidity range.

Garbage Detection system which will detect objects based on whether it is plastic waste or plastics or just garbage.

Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)

Scalable Multi-Agent Reinforcement Learning

Image Segmentation Animation using Quadtree concepts.

General-purpose program synthesiser

[ ICCV 2021 Oral ] Our method can estimate camera poses and neural radiance fields jointly when the cameras are initialized at random poses in complex scenarios (outside-in scenes, even with less texture or intense noise )

Kaggle Ultrasound Nerve Segmentation competition [Keras]

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