conftrace_

information-theoretic probing

7 papers

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Co-occurring keywords · papers mentioning both

representation learning (4) information theory (3) gender bia (2) mutual information (2) semantic knowledge (2) representation probing (1) intrinsic bia (1) extrinsic bia (1) gender debiasing (1) sociodemographic knowledge (1)

Papers

MultiContrievers: Analysis of Dense Retrieval Representations EMNLP 2024 Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023 How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022 SocioProbe: What, When, and Where Language Models Learn about Sociodemographics EMNLP 2022 A Bayesian Framework for Information-Theoretic Probing EMNLP 2021 Information-Theoretic Probing for Linguistic Structure ACL 2020 Information-Theoretic Probing with Minimum Description Length EMNLP 2020