conftrace_

concept alignment

20 papers

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Co-occurring keywords

zero-shot learning (3650) concept bottleneck model (43) vision-language model (2348) cross-lingual generalization (56) large language model (13587) neural network (6616) interpretable model (158) concept bottleneck (29) diffusion model (3751) text-to-image generation (587)

Papers

Computer Vision Modeling of the Development of Geometric and Numerical Concepts in Humans AAAI 2026
Attribution Analysis-based Concept Alignment: A Human-in-the-loop Data Debugging Framework AAAI 2026
Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures ACL 2026
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
Semi-supervised Concept Bottleneck Models ICCV 2025
Pruning the Paradox: How CLIP’s Most Informative Heads Enhance Performance While Amplifying Bias EMNLP 2025
AltDiffusion: A Multilingual Text-to-Image Diffusion Model AAAI 2024
Concept Space Alignment in Multilingual LLMs EMNLP 2024
Anchor and Broadcast: An Efficient Concept Alignment Approach for Evaluation of Semantic Graphs COLING 2024
On the Concept Trustworthiness in Concept Bottleneck Models AAAI 2024
Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering ACL 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching NIPS 2024
MoCCA: A Model of Comparative Concepts for Aligning Constructicons COLING 2024
Towards Multi-dimensional Explanation Alignment for Medical Classification NIPS 2024
Labeling Neural Representations with Inverse Recognition NIPS 2023
A Crosslingual Investigation of Conceptualization in 1335 Languages ACL 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023
Delving into Out-of-Distribution Detection with Vision-Language Representations NIPS 2022
Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings IJCNLP 2019