conftrace_

Eoin Kenny

3 papers · 2020–2023 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) COLING (1)

Top co-authors

Linyi Yang (1) Barry Smyth (1) Tin Lok James Ng (1) Ruihai Dong (1) Yi Yang (1) Pulkit Agrawal (1) Julie A Shah (1) Mycal Tucker (1) Andi Peng (1) Noga Zaslavsky (1)

Keywords

explainable ai (2) text classification (1) adversarial training (1) latent representation (1) decision boundary (1) counterfactual reasoning (1) counterfactual explanation (1) discrete representation (1) financial text (1) semifactual explanation (1) causal inference (1) abstraction level (1)

Papers

The Utility of “Even if” Semifactual Explanation to Optimise Positive Outcomes NIPS 2023 Human-Guided Complexity-Controlled Abstractions NIPS 2023 Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification COLING 2020