Interpretability

Overview of the CLPsych 2022 Shared Task: Capturing Moments of Change in Longitudinal User Posts NAACL 2022 Overview of the FinNLP-2022 ERAI Task: Evaluating the Rationales of Amateur Investors EMNLP 2022 PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss Functions SemEval 2022 Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022 Phrase-level Textual Adversarial Attack with Label Preservation NAACL 2022 PI3NN: Out-of-distribution-aware Prediction Intervals from Three Neural Networks ICLR 2022 PINA: Learning a Personalized Implicit Neural Avatar From a Single RGB-D Video Sequence CVPR 2022 Pinpointing Fine-Grained Relationships between Hateful Tweets and Replies AAAI 2022 Planning with Explanations for Finding Desired Meeting Points on Graphs AAAI 2022 PlanT: Explainable Planning Transformers via Object-Level Representations CoRL 2022 PlanVerb: Domain-Independent Verbalization and Summary of Task Plans AAAI 2022 POCD: Probabilistic Object-Level Change Detection and Volumetric Mapping in Semi-Static Scenes RSS 2022 Post-hoc analysis of Arabic transformer models EMNLP 2022 Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation ICLR 2022 Post-Hoc Interpretation of Transformer Hyperparameters with Explainable Boosting Machines EMNLP 2022 Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022 Practical uncertainty quantification for brain tumor segmentation MIDL 2022 Predicting Fine-Tuning Performance with Probing EMNLP 2022 Predictive Student Modelling in an Online Reading Platform AAAI 2022 PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment COLING 2022 Privacy-Preserving Face Recognition in the Frequency Domain AAAI 2022 Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022 Probing Classifiers are Unreliable for Concept Removal and Detection NeurIPS 2022 Probing Factually Grounded Content Transfer with Factual Ablation ACL 2022 Probing for Constituency Structure in Neural Language Models EMNLP 2022