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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

Showing 20512075 of 9051 papers

TitleStatusHype
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in TransformersCode0
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and EnglishCode0
IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian LanguagesCode0
Illuminating the Diversity-Fitness Trade-Off in Black-Box OptimizationCode0
IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media commentsCode0
IDEA: Increasing Text Diversity via Online Multi-Label Recognition for Vision-Language Pre-trainingCode0
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and InclusionCode0
Coevolutionary Framework for Generalized Multimodal Multi-objective OptimizationCode0
IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention MechanismCode0
Hyperparameter Ensembles for Robustness and Uncertainty QuantificationCode0
Hyperparameter Auto-tuning in Self-Supervised Robotic LearningCode0
Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and PretrainingCode0
HyperTuner: A Cross-Layer Multi-Objective Hyperparameter Auto-Tuning Framework for Data Analytic ServicesCode0
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive RegularizationCode0
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event DetectionCode0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
COD3S: Diverse Generation with Discrete Semantic SignaturesCode0
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural ImagesCode0
CoCoFormer: A controllable feature-rich polyphonic music generation methodCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?Code0
How well do you know your summarization datasets?Code0
A Real-time Global Inference Network for One-stage Referring Expression ComprehensionCode0
How Well Do LLMs Identify Cultural Unity in Diversity?Code0
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-benchCode0
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