Rule-Based Systems
Papers
Information Extraction
See Chapter 2 of
Sarawagi 2008 - Information Extraction
Chiticariu et al 2013 - Rule-based Information Extraction is Dead! Long Live Rule-based Information Extraction Systems!
Topaz et al 2019 - Mining fall-related information in clinical notes: Comparison of rule-basedand novel word embedding-based machine learning approaches
Machine Translation
Boguslavsky 1995 - A Bi-directional Russian-to-English Machine Translation System (ETAP-3)
and
ETAP-4
These are highly developed rule-based broad coverage Russian-English MT systems
Sentiment Analysis
Hutto & Gilbert 2013 - VADER: A Parsimonious Rule-based Model for Sentiment Analysis of Social Media Text
This paper shocked everyone because it was SOTA at the time. It was a rule-based!
Ray & Chakrabarti et al 2019 - A Mixed approach of Deep Learning method and Rule-Based method to improve Aspect Level Sentiment Analysis
Morphological Analysis
The most common approach to morphological analysis is a rule-based
FST
system
Grammatical Error Correction
Some systems are rule-based, see
Dale & Viethen 2021 - The Automated Writing Assistance Landscape in 2021