interpretable embedding

iBERT: Interpretable Embeddings via Sense Decomposition EACL 2026 A General Framework for Producing Interpretable Semantic Text Embeddings ICLR 2025 Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025 LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ACL 2025 Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions NeurIPS 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 Augment to Interpret: Unsupervised and Inherently Interpretable Graph Embeddings ACML 2023 Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations EMNLP 2023 Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 2023 Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023 Interpreting Emoji with Emoji NAACL 2022 Manifold Coordinates with Physical Meaning JMLR 2022 SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings EMNLP 2022 Changing the Basis of Contextual Representations with Explicit Semantics ACL 2021 Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis NAACL 2021 Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network AAAI 2021 Interpretable Entity Representations through Large-Scale Typing EMNLP 2020 SLICE: Supersense-based Lightweight Interpretable Contextual Embeddings COLING 2020