representation geometry

Convergent Demographic Utility Hierarchies: Geometry of Intersectional Values in LLMs ACL 2026 LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals ACL 2026 Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models ACL 2026 Data Distributional Properties As Inductive Bias for Systematic Generalization CVPR 2025 Estimating the Spectral Moments of the Kernel Integral Operator from Finite Sample Matrices AISTATS 2025 How much do contextualized representations encode long-range context? NAACL 2025 The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models NAACL 2025 Correlations between Multilingual Language Model Geometry and Crosslingual Transfer Performance COLING 2024 Analyzing the Representational Geometry of Acoustic Word Embeddings EMNLP 2022 On the Effect of Isotropy on VAE Representations of Text ACL 2022 Dissecting Supervised Contrastive Learning ICML 2021 Do Language Models Know the Way to Rome? EMNLP 2021