conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning ACL 2023
SHAP-IQ: Unified Approximation of any-order Shapley Interactions NIPS 2023
Computing Abductive Explanations for Boosted Trees AISTATS 2023
Towards Interpretable Mental Health Analysis with Large Language Models EMNLP 2023
Fractual Projection Forest: Fast and Explainable Point Cloud Classifier WACV 2023
But Are You Sure? An Uncertainty-Aware Perspective on Explainable AI AISTATS 2023
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction ACL 2023
On Translations between ML Models for XAI Purposes IJCAI 2023
Leveraging Argumentation for Generating Robust Sample-based Explanations IJCAI 2023
Even If Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI IJCAI 2023
Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis ACL 2023
Lexicools at SemEval-2023 Task 10: Sexism Lexicon Construction via XAI ACL 2023
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation ACML 2023
Rather a Nurse than a Physician - Contrastive Explanations under Investigation EMNLP 2023
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights EMNLP 2023
Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023
Very Fast, Approximate Counterfactual Explanations for Decision Forests AAAI 2023
ExASAG: Explainable Framework for Automatic Short Answer Grading ACL 2023
Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection ACL 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023
COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP ACL 2023
Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges IJCAI 2023
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI AAAI 2023
ferret: a Framework for Benchmarking Explainers on Transformers EACL 2023
Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning AAAI 2023