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 4376–4400 of 9051 papers

TitleStatusHype
Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions—0
DIBS: Enhancing Dense Video Captioning with Unlabeled Videos via Pseudo Boundary Enrichment and Online Refinement—0
2D Human Pose Estimation: New Benchmark and State of the Art Analysis—0
DIANES: A DEI Audit Toolkit for News Sources—0
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning—0
An Approach to the Analysis of the South Slavic Medieval Labels Using Image Texture—0
Incorporating LLMs for Large-Scale Urban Complex Mobility Simulation—0
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation—0
An Approach for Self-Training Audio Event Detectors Using Web Data—0
DialogueReason: Rule-Based RL Sparks Dialogue Reasoning in LLMs—0
Benchmarking state-of-the-art gradient boosting algorithms for classification—0
Addressing Challenges in Data Quality and Model Generalization for Malaria Detection—0
Incorporating Dialectal Variability for Socially Equitable Language Identification—0
Increasing Data Diversity with Iterative Sampling to Improve Performance—0
Incremental Multi-graph Matching via Diversity and Randomness based Graph Clustering—0
Dialogue Language Model with Large-Scale Persona Data Engineering—0
An analytically tractable model for community ecology with many species—0
Additive Frequency Diverse Active Incoherent Millimeter-Wave Imaging—0
Dialect Transfer for Swiss German Speech Translation—0
Dialect-Specific Models for Automatic Speech Recognition of African American Vernacular English—0
Benchmarking Quality-Diversity Algorithms on Neuroevolution for Reinforcement Learning—0
Dialect Diversity in Text Summarization on Twitter—0
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks—0
An Analysis of the Preferences of Distribution Indicators in Evolutionary Multi-Objective Optimization—0
Inclusivity in Large Language Models: Personality Traits and Gender Bias in Scientific Abstracts—0
Show:102550
← PrevPage 176 of 363Next →

No leaderboard results yet.