← Core AI
Artificial Intelligence › Core AI ›

Interpretability

7318 directly classified papers

Papers per year

Papers

Model Agnostic Multilevel Explanations NIPS 2020
On 1/n neural representation and robustness NIPS 2020
Understanding Global Feature Contributions With Additive Importance Measures NIPS 2020
Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models NIPS 2020
Explainable Voting NIPS 2020
GUIR at SemEval-2020 Task 12: Domain-Tuned Contextualized Models for Offensive Language Detection SEMEVAL 2020
NLFIIT at SemEval-2020 Task 11: Neural Network Architectures for Detection of Propaganda Techniques in News Articles SEMEVAL 2020
Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths COLING 2020
Language Model Transformers as Evaluators for Open-domain Dialogues COLING 2020
Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs COLING 2020
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering COLING 2020
Smart Tube: A Biofeedback System for Vocal Training and Therapy Through Tube Phonation INTERSPEECH 2020
Hold me tight! Influence of discriminative features on deep network boundaries NIPS 2020
Priorless Recurrent Networks Learn Curiously COLING 2020
Smoothed Geometry for Robust Attribution NIPS 2020
Learning from Demonstrations using Signal Temporal Logic CORL 2020
Learning Differentiable Programs with Admissible Neural Heuristics NIPS 2020
Deep Direct Likelihood Knockoffs NIPS 2020
Duluth at SemEval-2020 Task 7: Using Surprise as a Key to Unlock Humorous Headlines COLING 2020
Amobee at SemEval-2020 Task 7: Regularization of Language Model Based Classifiers COLING 2020
Buhscitu at SemEval-2020 Task 7: Assessing Humour in Edited News Headlines Using Hand-Crafted Features and Online Knowledge Bases COLING 2020
Measuring Alignment to Authoritarian State Media as Framing Bias COLING 2020
Probing Multilingual BERT for Genetic and Typological Signals COLING 2020
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos NIPS 2019
Disentangled behavioural representations NIPS 2019