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Interpretability

7,452 papers

Papers per year

5
14
488
1716
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Papers

Double Trouble: How to not Explain a Text Classifier’s Decisions Using Counterfactuals Synthesized by Masked Language Models? IJCNLP 2022
Learning Interpretable Latent Dialogue Actions With Less Supervision IJCNLP 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features IJCNLP 2022
HaRiM+: Evaluating Summary Quality with Hallucination Risk IJCNLP 2022
The lack of theory is painful: Modeling Harshness in Peer Review Comments IJCNLP 2022
How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection IJCNLP 2022
Every word counts: A multilingual analysis of individual human alignment with model attention IJCNLP 2022
Self-Repetition in Abstractive Neural Summarizers IJCNLP 2022
Controllable Text Simplification with Deep Reinforcement Learning IJCNLP 2022
UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA IJCNLP 2022
The Battlefront of Combating Misinformation and Coping with Media Bias IJCNLP 2022
Probing speech emotion recognition transformers for linguistic knowledge INTERSPEECH 2022
End-To-End Label Uncertainty Modeling for Speech-based Arousal Recognition Using Bayesian Neural Networks INTERSPEECH 2022
Reliable Visualization for Deep Speaker Recognition INTERSPEECH 2022
Visualising Model Training via Vowel Space for Text-To-Speech Systems INTERSPEECH 2022
Automatic Dialect Density Estimation for African American English INTERSPEECH 2022
Uncertainty Calibration for Deep Audio Classifiers INTERSPEECH 2022
Evaluation of different antenna types and positions in a stepped frequency continuous-wave radar-based silent speech interface INTERSPEECH 2022
Validation of the Neuro-Concept Detector framework for the characterization of speech disorders: A comparative study including Dysarthria and Dysphonia INTERSPEECH 2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis INTERSPEECH 2022
Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings INTERSPEECH 2022
A study of production error analysis for Mandarin-speaking Children with Hearing Impairment INTERSPEECH 2022
XAI Beyond Classification: Interpretable Neural Clustering JMLR 2022
MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022
Sampling Permutations for Shapley Value Estimation JMLR 2022