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diversity modeling

11 papers

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Co-occurring keywords

determinantal point process (140) probabilistic modeling (852) generative model (2892) sampling algorithm (130) mcmc sampling (70) text generation (2913) submodular optimization (261) structured probabilistic models (2) set sampling (1) image regression (17)

Papers

Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025
Diversity-Measurable Anomaly Detection CVPR 2023
Flexible Modeling of Diversity with Strongly Log-Concave Distributions NIPS 2019
Generating Multiple Diverse Responses for Short-Text Conversation AAAI 2019
Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN CVPR 2018
Training for Diversity in Image Paragraph Captioning EMNLP 2018
Diversity driven attention model for query-based abstractive summarization ACL 2017
Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation AISTATS 2016
Fast Determinantal Point Process Sampling with Application to Clustering NIPS 2013
Priors for Diversity in Generative Latent Variable Models NIPS 2012
Structured Determinantal Point Processes NIPS 2010