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Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

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Showing 5651–5700 of 9051 papers

TitleStatusHype
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation—0
The Effect of Training Dataset Size on Discriminative and Diffusion-Based Speech Enhancement Systems—0
The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify—0
The evolutionary stability of partial migration with Allee effects—0
The evolution of cooperation and diversity by integrated indirect reciprocity—0
Evolution of cooperation with Q-learning: the impact of information perception—0
The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning—0
The Externalities of Exploration and How Data Diversity Helps Exploitation—0
The external pallidum: think locally, act globally—0
The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation—0
The FIGNEWS Shared Task on News Media Narratives—0
The First Multilingual Model For The Detection of Suicide Texts—0
The Food Recognition Benchmark: Using DeepLearning to Recognize Food on Images—0
The Future of Employment Revisited: How Model Selection Determines Automation Forecasts—0
The generalized Price equation: forces that change population statistics—0
Understanding the genetic basis of variation in meiotic recombination: past, present, and future—0
The genetic code, 8-dimensional hypercomplex numbers and dyadic shifts—0
The geometry of relative arbitrage—0
The Ghanaian NLP Landscape: A First Look—0
The Great AI Witch Hunt: Reviewers Perception and (Mis)Conception of Generative AI in Research Writing—0
The impact of data set similarity and diversity on transfer learning success in time series forecasting—0
The Impact of Designated Market Makers on Market Liquidity and Competition: A Simulation Approach—0
The impact of dormancy on evolutionary branching—0
The Impact of Generative Artificial Intelligence on Ideation and the performance of Innovation Teams (Preprint)—0
The impact of intrinsic rewards on exploration in Reinforcement Learning—0
The Impact of Persona-based Political Perspectives on Hateful Content Detection—0
The impact of proportional transaction costs on systematically generated portfolios—0
The Importance of Open-Endedness (for the Sake of Open-Endedness)—0
The influence of color on prices of abstract paintings—0
The influence of diversity on the measurement of functional impairment: An international validation of the Amsterdam IADL Questionnaire in 8 countries—0
The Influence of Local Search over Genetic Algorithms with Balanced Representations—0
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity—0
The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion—0
The Lexical Gap: An Improved Measure of Automated Image Description Quality—0
The Lock-in Hypothesis: Stagnation by Algorithm—0
The long-term impact of ranking algorithms in growing networks—0
The LTRC Hindi-Telugu Parallel Corpus—0
The many faces of deep learning—0
The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes—0
The Marine Debris Forward-Looking Sonar Datasets—0
The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media Recognition—0
The MICCAI Hackathon on reproducibility, diversity, and selection of papers at the MICCAI conference—0
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm—0
The multiplicity of memory enhancement: Practical and ethical implications of the diverse neural substrates underlying human memory systems—0
The NaijaVoices Dataset: Cultivating Large-Scale, High-Quality, Culturally-Rich Speech Data for African Languages—0
The NTNU System at the Interspeech 2020 Non-Native Children's Speech ASR Challenge—0
The ontogeny of discourse structure mimics the development of literature—0
The Open World of Micro-Videos—0
Theoretical Analysis of Quality Diversity Algorithms for a Classical Path Planning Problem—0
Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning—0
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