Brian Riordan
9 papers · 2016–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(6)
Applications
(6)
Core Methods
(5)
Deep Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Interdisciplinary
(1)
Education
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
text classification
(5)
automated scoring
(3)
text processing
(2)
natural language processing
(2)
content scoring
(2)
neural network
(2)
educational assessment
(2)
label noise
(1)
adversarial attack
(1)
evaluation metric
(1)
argumentative essay
(1)
automated essay scoring
(1)
character representation
(1)
neural model
(1)
spelling correction
(1)
pre-trained transformer
(1)
automatic scoring
(1)
explainable model
(1)
system evaluation
(1)
formative assessment
(1)
Papers
Building Robust Content Scoring Models for Student Explanations of Social Justice Science Issues
NAACL 2024
An empirical investigation of neural methods for content scoring of science explanations
ACL 2020
Context-based Automated Scoring of Complex Mathematical Responses
ACL 2020
Don’t take “nswvtnvakgxpm” for an answer –The surprising vulnerability of automatic content scoring systems to adversarial input
COLING 2020
Using PRMSE to evaluate automated scoring systems in the presence of label noise
ACL 2020
How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models
ACL 2019
A Semantic Role-based Approach to Open-Domain Automatic Question Generation
NAACL 2018
Atypical Inputs in Educational Applications
NAACL 2018
Evaluating Argumentative and Narrative Essays using Graphs
COLING 2016