Interpretability

Probing for Incremental Parse States in Autoregressive Language Models EMNLP 2022 Probing for targeted syntactic knowledge through grammatical error detection CoNLL 2022 Probing for the Usage of Grammatical Number ACL 2022 Probing for Understanding of English Verb Classes and Alternations in Large Pre-trained Language Models EMNLP 2022 Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods AISTATS 2022 Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022 Probing Linguistic Information for Logical Inference in Pre-trained Language Models AAAI 2022 Probing Relational Knowledge in Language Models via Word Analogies EMNLP 2022 Probing speech emotion recognition transformers for linguistic knowledge Interspeech 2022 Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification EMNLP 2022 Probing the representations of named entities in Transformer-based Language Models EMNLP 2022 Probing the Robustness of Trained Metrics for Conversational Dialogue Systems ACL 2022 Probing the Role of Positional Information in Vision-Language Models NAACL 2022 Probing via Prompting NAACL 2022 Probing with Noise: Unpicking the Warp and Weft of Embeddings EMNLP 2022 Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022 Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022 ProofInfer: Generating Proof via Iterative Hierarchical Inference EMNLP 2022 Protecting Celebrities From DeepFake With Identity Consistency Transformer CVPR 2022 ProtGNN: Towards Self-Explaining Graph Neural Networks AAAI 2022 Proto2Proto: Can You Recognize the Car, the Way I Do? CVPR 2022 ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits ACML 2022 ProtoTEx: Explaining Model Decisions with Prototype Tensors ACL 2022 Prototype Based Classification from Hierarchy to Fairness ICML 2022 Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022