Barry Smyth
9 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🌍 Conference Polyglot · Bronze
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Topic Evolution
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Unstoppable · Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Learning Types
(1)
Methods
(1)
Keywords
recommender system
(3)
explainable ai
(2)
text classification
(2)
sentiment analysis
(2)
counterfactual explanation
(2)
model robustness
(1)
data augmentation
(1)
adversarial training
(1)
reward function
(1)
case-based reasoning
(1)
spurious correlation
(1)
recommendation system
(1)
earnings call
(1)
out-of-distribution robustness
(1)
counterfactual augmentation
(1)
user engagement
(1)
hierarchical transformer
(1)
counterfactual data augmentation
(1)
financial text
(1)
financial forecasting
(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
Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis
ACL 2021
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
IJCAI 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