conftrace_

concept extraction

44 papers

Explore in graph

Co-occurring keywords

knowledge graph (1837) named entity recognition (2813) text classification (6793) pre-trained language model (1515) information retrieval (1514) information extraction (1090) sparse autoencoder (112) commonsense reasoning (506) pretrained language model (1030) educational data mining (32)

Papers

Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations AAAI 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
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
AstroMLab 5: Structured Summaries and Concept Extraction for 400,000 Astrophysics Papers AACL 2025
Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach COLING 2025
Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025
AstroMLab 5: Structured Summaries and Concept Extraction for 400,000 Astrophysics Papers IJCNLP 2025
Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs CVPR 2025
Concept-Level Causal Explanation Method for Brain Function Network Classification IJCAI 2024
Reference-Free Estimation of the Quality of Clinical Notes Generated from Doctor-Patient Conversations INTERSPEECH 2024
CNER: Concept and Named Entity Recognition NAACL 2024
Q-SENN: Quantized Self-Explaining Neural Networks AAAI 2024
Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models NIPS 2024
CRAFT: Concept Recursive Activation FacTorization for Explainability CVPR 2023
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation NIPS 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline ACL 2023
Does a Neural Network Really Encode Symbolic Concepts? ICML 2023
Concept-based Persona Expansion for Improving Diversity of Persona-Grounded Dialogue EACL 2023
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation EMNLP 2022