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Causal Abstractions of Neural Networks.

, , , и . NeurIPS, стр. 9574-9586. (2021)

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Johanna Geiger

Mechanismen von Exzitotoxizität und Neuroprotektion in hippocampalen Zellen in einem In-vitro-Modell der Schizophrenie. Uni München, (2009)

Felix Geiger

Robert Geiger

Carmen Geiger

Gert Geiger

 

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Causal Abstraction for Faithful Model Interpretation., , и . CoRR, (2023)Modular Representation Underlies Systematic Generalization in Neural Natural Language Inference Models., , и . CoRR, (2020)Rigorously Assessing Natural Language Explanations of Neurons., , , , и . BlackboxNLP@EMNLP, стр. 317-331. Association for Computational Linguistics, (2023)Posing Fair Generalization Tasks for Natural Language Inference., , , и . EMNLP/IJCNLP (1), стр. 4484-4494. Association for Computational Linguistics, (2019)Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation., , и . BlackboxNLP@EMNLP, стр. 163-173. Association for Computational Linguistics, (2020)A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments., , , , , , и . CoRR, (2024)RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations., , , , и . CoRR, (2024)Causal Proxy Models for Concept-Based Model Explanations., , , , и . CoRR, (2022)Recursive Routing Networks: Learning to Compose Modules for Language Understanding., , , , , , , , , и 2 other автор(ы). NAACL-HLT (1), стр. 3631-3648. Association for Computational Linguistics, (2019)Dynabench: Rethinking Benchmarking in NLP., , , , , , , , , и 9 other автор(ы). NAACL-HLT, стр. 4110-4124. Association for Computational Linguistics, (2021)