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Omar AL-Janabi's Projects

absapapers icon absapapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

ac-mimlln icon ac-mimlln

Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis (EMNLP 2020)

ace icon ace

Official code for our ACL-IJCNLP 2021 paper "Automated Concatenation of Embeddings for Structured Prediction"

acsa icon acsa

Papers, models and datasets for Aspect-Category Sentiment Analysis.

aspectbasedsentimentanalysis icon aspectbasedsentimentanalysis

Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA. Read more here: https://drive.google.com/file/d/0B7vJE8cREnn4SGxzWFNYUzg2VkE/view?usp=sharing

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

bert icon bert

TensorFlow code and pre-trained models for BERT

bi-lstm-dt-we- icon bi-lstm-dt-we-

An improved Bi-LSTM performance using domain-trained word embeddings for implicit aspect extraction

bnp icon bnp

Bayesian nonparametric models for python

bot2vec icon bot2vec

This is the source code of bot2vec network representation model which is designed to tackle bot detection task in multiple types of online social networks (OSNs).

botdetector icon botdetector

Twitter bot detection with Machine Learning following the paper "Fame for sale: efficient detection of fake Twitter followers"

cs224n icon cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

de-cnn icon de-cnn

Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"

dronepilot icon dronepilot

Automatic pilot that can control and fly several drones, including Pixhawk's, APM's and MultiWii's

eeg_fyp icon eeg_fyp

4th year project - Collect users brain waves using Neurosky Mindwave Mobile BCI device, classify waves using ML. Use trained model to allow used to control a Tello drone with their mind

ekphrasis icon ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

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