SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7201–7250 of 9051 papers

TitleStatusHype
On the Ethical Limits of Natural Language Processing on Legal Text—0
On the Evaluation of Generative Robotic Simulations—0
On the Fairness, Diversity and Reliability of Text-to-Image Generative Models—0
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition—0
On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization—0
On the Generation of Medical Question-Answer Pairs—0
On the ideas of the origin of eukaryotes: a critical review—0
On the Impact of Cross-Domain Data on German Language Models—0
On the Importance of Data Size in Probing Fine-tuned Models—0
On the Importance of Diversity in Question Generation for QA—0
On the Importance of Diversity in Re-Sampling for Imbalanced Data and Rare Events in Mortality Risk Models—0
On The Ingredients of an Effective Zero-shot Semantic Parser—0
On the Limitations of Model Stealing with Uncertainty Quantification Models—0
On the Linear Ordering Problem and the Rankability of Data—0
On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off—0
On the Modeling Capabilities of Large Language Models for Sequential Decision Making—0
On the number of equilibria of the replicator-mutator dynamics for noisy social dilemmas—0
On the Performance of Non-Orthogonal Multiple Access Systems with Imperfect Successive Interference Cancellation—0
On the Performance of Pinching-Antenna Systems (PASS) with Orthogonal and Non-Orthogonal Multiple Access—0
On the Performance of UAV Relaying with Reconfigurable Antenna and Media Based Modulation in the Presence of Shadowed Fading—0
On the potential for open-endedness in neural networks—0
On the Power of Decision Trees in Auto-Regressive Language Modeling—0
On the Relation between Quality-Diversity Evaluation and Distribution-Fitting Goal in Text Generation—0
On the Robustness of Active Learning—0
On the Role of Depth and Looping for In-Context Learning with Task Diversity—0
On the Role of Edge Dependency in Graph Generative Models—0
On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation—0
On the Runtime Analysis of the Clearing Diversity-Preserving Mechanism—0
On the Scalability of Diffusion-based Text-to-Image Generation—0
On the Scalability of GNNs for Molecular Graphs—0
On the Statistical Complexity of Estimating VENDI Scores from Empirical Data—0
On the Structural Generalization in Text-to-SQL—0
On the Suitability of Representations for Quality Diversity Optimization of Shapes—0
On the Theory of Transfer Learning: The Importance of Task Diversity—0
On the Trade-off of Intra-/Inter-class Diversity for Supervised Pre-training—0
On the universality of cognitive tests—0
On the Use of Diversity Mechanisms in Dynamic Constrained Continuous Optimization—0
On the use of feature-maps and parameter control for improved quality-diversity meta-evolution—0
On the Use of Quality Diversity Algorithms for The Traveling Thief Problem—0
On time-consistent equilibrium stopping under aggregation of diverse discount rates—0
OOD Augmentation May Be at Odds with Open-Set Recognition—0
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking—0
Open Challenges in the Formal Verification of Autonomous Driving—0
OpenCodeReasoning: Advancing Data Distillation for Competitive Coding—0
OpenDance: Multimodal Controllable 3D Dance Generation Using Large-scale Internet Data—0
OpenDataLab: Empowering General Artificial Intelligence with Open Datasets—0
Open Domain Suggestion Mining Leveraging Fine-Grained Analysis—0
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation—0
Open-Ended Evolution for Minecraft Building Generation—0
Open-Ended Learning Strategies for Learning Complex Locomotion Skills—0
Show:102550
← PrevPage 145 of 182Next →

No leaderboard results yet.