Barry Smyth
10 papers · 2013–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(17)
π
Conference Polyglot
(5)
π
Academic Marathon
(10)
π
Century Club
(10)
π₯
Unstoppable
(7)
π
Conference Pioneer
Conferences
IJCAI (5)
AAAI (2)
ACL (1)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
text classification
(3)
recommender system
(3)
sentiment analysis
(3)
explainable ai
(2)
model robustness
(2)
counterfactual explanation
(2)
counterfactual data augmentation
(2)
counterfactual augmentation
(2)
data augmentation
(2)
spurious correlation
(1)
recommendation system
(1)
earnings call
(1)
out-of-distribution robustness
(1)
user engagement
(1)
hierarchical transformer
(1)
financial text
(1)
financial forecasting
(1)
prediction challenge
(1)
neural network
(1)
stock return prediction
(1)
Papers
Keeping People Active and Healthy at Home Using a Reinforcement Learning-based Fitness Recommendation Framework
IJCAI 2023
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting
AAAI 2022
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
IJCAI 2021
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis
ACL 2021
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis
IJCNLP 2021
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification
COLING 2020
Recommender Systems: A Healthy Obsession
AAAI 2019
Marathon Race Planning: A Case-Based Reasoning Approach
IJCAI 2018
User-Based Opinion-based Recommendation
IJCAI 2017
Topic Extraction from Online Reviews for Classification and Recommendation
IJCAI 2013