Interpretability

Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations EMNLP 2023 Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text EMNLP 2023 Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023 Unsupervised argument reframing with a counterfactual-based approach EMNLP 2023 Unsupervised Explanation Generation via Correct Instantiations AAAI 2023 Unsupervised Keyphrase Extraction via Interpretable Neural Networks EACL 2023 Unsupervised Selective Rationalization with Noise Injection ACL 2023 Unveiling Concepts Learned by a World-Class Chess-Playing Agent IJCAI 2023 Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing AAAI 2023 Unveiling the Essence of Poetry: Introducing a Comprehensive Dataset and Benchmark for Poem Summarization EMNLP 2023 UO-LouTAL at SemEval-2023 Task 6: Lightweight Systems for Legal Processing SemEval 2023 Use perturbations when learning from explanations NeurIPS 2023 Using Captum to Explain Generative Language Models EMNLP 2023 Using Interpretation Methods for Model Enhancement EMNLP 2023 Utility-Preserving Privacy-Enabled Speech Embeddings for Emotion Detection Interspeech 2023 Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis ACL 2023 VA-DepthNet: A Variational Approach to Single Image Depth Prediction ICLR 2023 Variable-Based Calibration for Machine Learning Classifiers AAAI 2023 Variational Information Pursuit for Interpretable Predictions ICLR 2023 VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights EMNLP 2023 Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number EMNLP 2023 VeriX: Towards Verified Explainability of Deep Neural Networks NeurIPS 2023 Very Fast, Approximate Counterfactual Explanations for Decision Forests AAAI 2023 V-InFoR: A Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs NeurIPS 2023 ViperGPT: Visual Inference via Python Execution for Reasoning ICCV 2023