Interpretability

Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models NAACL 2021 Cisco at SemEval-2021 Task 5: What’s Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments SemEval 2021 Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021 Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning NeurIPS 2021 Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks NeurIPS 2021 Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ACL 2021 CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions NeurIPS 2021 COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion ACL 2021 Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare IJCAI 2021 Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings EACL 2021 Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification NeurIPS 2021 Complex Coordinate-Based Meta-Analysis with Probabilistic Programming AAAI 2021 Complex words identification using word-level features for SemEval-2020 Task 1 SemEval 2021 Compositional Networks Enable Systematic Generalization for Grounded Language Understanding EMNLP 2021 Compositional Neural Logic Programming IJCAI 2021 Concept Learners for Few-Shot Learning ICLR 2021 Conditional probing: measuring usable information beyond a baseline EMNLP 2021 Connecting Attributions and QA Model Behavior on Realistic Counterfactuals EMNLP 2021 Connecting Interpretability and Robustness in Decision Trees through Separation ICML 2021 Contemplating Real-World Object Classification ICLR 2021 Context Sensitivity Estimation in Toxicity Detection ACL 2021 Contextual explanation rules for neural clinical classifiers NAACL 2021 Contrastive Explanations for Model Interpretability EMNLP 2021 Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ACL 2021