rohit-gupta / POS-Attention Public

Notifications You must be signed in to change notification settings
Fork 1
Star 0

Part of Speech Guided Attention in Keras

0 stars 1 fork Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.gitignore		.gitignore
README.md		README.md
conv1d_baseline.py		conv1d_baseline.py
fetch-20_newsgroup-dataset.sh		fetch-20_newsgroup-dataset.sh
fetch-word-vectors.sh		fetch-word-vectors.sh
load_GloVe.py		load_GloVe.py
load_data.py		load_data.py
pos-attention-model.py		pos-attention-model.py

Repository files navigation

POS Tag Guided Attention

Adapted from https://arxiv.org/pdf/1801.07853.pdf

Results

Model	Word Vectors	Validation Accuracy
Simple Averaging	Twitter 25d	0.45
Simple Averaging	Twitter 200d	0.65

Pos Attention Avg	Twitter 25d	0.47
Pos Attention Avg	Twitter 200d	0.65

About

Part of Speech Guided Attention in Keras

Report repository

Releases

No releases published

Packages

No packages published

Languages