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diversity modeling

11 papers

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determinantal point process (5) probabilistic modeling (4) generative model (2) sampling algorithm (2) mcmc sampling (2) markov chain monte carlo (2) text generation (2) submodular optimization (2) structured probabilistic models (1) set sampling (1)

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 NeurIPS 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 NeurIPS 2013 Priors for Diversity in Generative Latent Variable Models NeurIPS 2012 Structured Determinantal Point Processes NeurIPS 2010