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Interpretability

7,452 papers

Papers per year

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14
488
1716
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Papers

Interpret ESG Rating’s Impact on the Industrial Chain Using Graph Neural Networks IJCAI 2023
Evaluating GPT-3 Generated Explanations for Hateful Content Moderation IJCAI 2023
Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing IJCAI 2023
Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023
Even If Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI IJCAI 2023
Good Explanations in Explainable Artificial Intelligence (XAI): Evidence from Human Explanatory Reasoning IJCAI 2023
Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges IJCAI 2023
Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality (Extended Abstract) IJCAI 2023
On Tackling Explanation Redundancy in Decision Trees (Extended Abstract) IJCAI 2023
Interpretability and Fairness in Machine Learning: A Formal Methods Approach IJCAI 2023
Sample Efficient Paradigms for Personalized Assessment of Taskable AI Systems IJCAI 2023
Practical Model Reductions for Verification of Multi-Agent Systems IJCAI 2023
Delving into Evaluation Metrics for Generation: A Thorough Assessment of How Metrics Generalize to Rephrasing Across Languages IJCNLP 2023
Summary Cycles: Exploring the Impact of Prompt Engineering on Large Language Models’ Interaction with Interaction Log Information IJCNLP 2023
Exploring Prompting Large Language Models as Explainable Metrics IJCNLP 2023
DeePMOS: Deep Posterior Mean-Opinion-Score of Speech INTERSPEECH 2023
Automatic speaker recognition with variation across vocal conditions: a controlled experiment with implications for forensics INTERSPEECH 2023
Pragmatic Pertinence: A Learnable Confidence Metric to Assess the Subjective Quality of LM-Generated Text INTERSPEECH 2023
Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features INTERSPEECH 2023
How ChatGPT is Robust for Spoken Language Understanding? INTERSPEECH 2023
Towards Reference Speech Characterization for Health Applications INTERSPEECH 2023
Acoustic cues to stress perception in Spanish – a mismatch negativity study INTERSPEECH 2023
Describing the phonetics in the underlying speech attributes for deep and interpretable speaker recognition INTERSPEECH 2023
A Novel Interpretable and Generalizable Re-synchronization Model for Cued Speech based on a Multi-Cuer Corpus INTERSPEECH 2023
Utility-Preserving Privacy-Enabled Speech Embeddings for Emotion Detection INTERSPEECH 2023