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 4826–4850 of 9051 papers

TitleStatusHype
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants—0
KDA: A Knowledge-Distilled Attacker for Generating Diverse Prompts to Jailbreak LLMs—0
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation—0
KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System—0
Keeping Less is More: Point Sparsification for Visual SLAM—0
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control—0
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning—0
Beyond Accuracy Optimization: On the Value of Item Embeddings for Student Job Recommendations—0
Kernel-based Generative Learning in Distortion Feature Space—0
Kernel Correlation-Dissimilarity for Multiple Kernel k-Means Clustering—0
Kernel-Elastic Autoencoder for Molecular Design—0
Kernel k-Medoids as General Vector Quantization—0
Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction—0
Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks—0
K-ESConv: Knowledge Injection for Emotional Support Dialogue Systems via Prompt Learning—0
Towards Comprehensive Preference Data Collection for Reward Modeling—0
KETG: A Knowledge Enhanced Text Generation Framework—0
Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study—0
Keyframe-Guided Creative Video Inpainting—0
Keyphrase Generation with Correlation Constraints—0
Better Alignment with Instruction Back-and-Forth Translation—0
Towards Comprehensive Recommender Systems: Time-Aware UnifiedcRecommendations Based on Listwise Ranking of Implicit Cross-Network Data—0
A Novel Fuzzy Search Approach over Encrypted Data with Improved Accuracy and Efficiency—0
Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer—0
KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs—0
Show:102550
← PrevPage 194 of 363Next →

No leaderboard results yet.