labs

ML/data experiments for Recommeddit

Targeted Sentiment Analysis Papers:

1. https://arxiv.org/pdf/1903.09588v1.pdf --> 3/22/2019
2. https://arxiv.org/pdf/1905.03423.pdf --> 5/9/2019
3. https://arxiv.org/pdf/1902.09314v2.pdf from https://paperswithcode.com/paper/attentional-encoder-network-for-targeted
4. https://arxiv.org/pdf/2011.00169v1.pdf from https://paperswithcode.com/paper/understanding-pre-trained-bert-for-aspect --> pg. 2
5. https://www.aclweb.org/anthology/N19-1242.pdf --> pg. 5

Datasets/Models to use:

1. SemEval 2016 Task 5 (Laptop + Restaurants Reviews for aspect annotations): https://alt.qcri.org/semeval2016/task5/index.php?id=data-and-tools
2. RRC Dataset: https://howardhsu.github.io/dataset/
3. Pre-trained BERT with Domain Knowledge: https://howardhsu.github.io/dataset/

NER Algorithm Papers:

1. https://www.proquest.com/docview/2549258112?OpenUrlRefId=info:xri/sid:primo&accountid=14522
2. https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-017-1776-8