Interpretability

Interventional Probing in High Dimensions: An NLI Case Study EACL 2023 Interventional Rationalization EMNLP 2023 Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees AAAI 2023 Introducing VULCAN: A Visualization Tool for Understanding Our Models and Data by Example EMNLP 2023 Invariance in Policy Optimisation and Partial Identifiability in Reward Learning ICML 2023 Investigating Semantic Subspaces of Transformer Sentence Embeddings through Linear Structural Probing EMNLP 2023 Investigating the Effect of Discourse Connectives on Transformer Surprisal: Language Models Understand Connectives, Even So They Are Surprised EMNLP 2023 Investigating the Encoding of Words in BERT’s Neurons Using Feature Textualization EMNLP 2023 Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis ACL 2023 Investigating Transformer-Guided Chaining for Interpretable Natural Logic Reasoning ACL 2023 INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations EMNLP 2023 IRIT_IRIS_C at SemEval-2023 Task 6: A Multi-level Encoder-based Architecture for Judgement Prediction of Legal Cases and their Explanation SemEval 2023 Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts ACL 2023 Is German secretly a Slavic language? What BERT probing can tell us about language groups EACL 2023 Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces EMNLP 2023 Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023 It is a Bird Therefore it is a Robin: On BERT’s Internal Consistency Between Hypernym Knowledge and Logical Words ACL 2023 “John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility EACL 2023 JR2Net: Joint Monocular 3D Face Reconstruction and Reenactment AAAI 2023 Jus Mundi at SemEval-2023 Task 6: Using a Frustratingly Easy Domain Adaption for a Legal Named Entity Recognition System SemEval 2023 Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback EMNLP 2023 JUST_ONE at SemEval-2023 Task 10: Explainable Detection of Online Sexism (EDOS) SemEval 2023 KEBAP: Korean Error Explainable Benchmark Dataset for ASR and Post-processing EMNLP 2023 Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network ICML 2023 KerPrint: Local-Global Knowledge Graph Enhanced Diagnosis Prediction for Retrospective and Prospective Interpretations AAAI 2023