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 Mechanistic?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024 |
 NxPlain: Web-based Tool for Discovery of Latent ConceptsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Discovering Salient Neurons in Deep NLP ModelsJournal of machine learning research (JMLR), 2022 |
 On the Symmetries of Deep Learning Models and their Internal
RepresentationsNeural Information Processing Systems (NeurIPS), 2022 |
 Neuron-level Interpretation of Deep NLP Models: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2021 |
 Fine-grained Interpretation and Causation Analysis in Deep NLP ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 Selectivity considered harmful: evaluating the causal impact of class
selectivity in DNNsInternational Conference on Learning Representations (ICLR), 2020 |
