concept extraction

Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations AAAI 2026 Intrinsic Concept Extraction Based on Compositional Interpretability CVPR 2026 SciMKG: A Multimodal Knowledge Graph for Science Education with Text, Image, Video and Audio AAAI 2026 Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders EACL 2026 AstroMLab 5: Structured Summaries and Concept Extraction for 400,000 Astrophysics Papers AACL 2025 Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025 BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs CVPR 2025 Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach COLING 2025 Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval EMNLP 2025 ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models CVPR 2025 Mixture of Knowledge Minigraph Agents for Literature Review Generation AAAI 2025 Sparse autoencoders reveal selective remapping of visual concepts during adaptation ICLR 2025 Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025 CNER: Concept and Named Entity Recognition NAACL 2024 Concept-Level Causal Explanation Method for Brain Function Network Classification IJCAI 2024 Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024 FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models NeurIPS 2024 Q-SENN: Quantized Self-Explaining Neural Networks AAAI 2024 Reference-Free Estimation of the Quality of Clinical Notes Generated from Doctor-Patient Conversations Interspeech 2024 Towards Compositionality in Concept Learning ICML 2024 A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation NeurIPS 2023 Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023 Concept-based Persona Expansion for Improving Diversity of Persona-Grounded Dialogue EACL 2023 CRAFT: Concept Recursive Activation FacTorization for Explainability CVPR 2023 Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline ACL 2023