representation analysis

A framework for analyzing concept representations in neural models CoNLL 2026 Rhetorical Questions in LLM Representations: A Linear Probing Study ACL 2026 Exploring Human-AI Conceptual Alignment through the Prism of Chess NeurIPS 2025 Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models IJCNLP 2025 Linear Steerability in Language Models: When It Emerges and How It Evolves EMNLP 2025 On the Mutual Influence of Gender and Occupation in LLM Representations ACL 2025 TenseLoC: Tense Localization and Control in a Multilingual LLM EMNLP 2025 Towards Interpreting Visual Information Processing in Vision-Language Models ICLR 2025 Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering ACL 2025 If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions EMNLP 2024 MultiContrievers: Analysis of Dense Retrieval Representations EMNLP 2024 Representational Analysis of Binding in Language Models EMNLP 2024 Scaling up Discovery of Latent Concepts in Deep NLP Models EACL 2024 Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs EMNLP 2024 A Joint Matrix Factorization Analysis of Multilingual Representations EMNLP 2023 DecompX: Explaining Transformers Decisions by Propagating Token Decomposition ACL 2023 On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023 Analyzing Gender Representation in Multilingual Models ACL 2022 Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality EMNLP 2022 Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022 Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation EMNLP 2020 On the Systematicity of Probing Contextualized Word Representations: The Case of Hypernymy in BERT COLING 2020