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Learning-To-Rank

Learning to rank is the application of machine learning to build ranking models. Some common use cases for ranking models are information retrieval (e.g., web search) and news feeds application (think Twitter, Facebook, Instagram).

Papers

Showing 501525 of 753 papers

TitleStatusHype
On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search0
On the Consistency of AUC Pairwise Optimization0
On the ERM Principle with Networked Data0
Activity Auto-Completion: Predicting Human Activities From Partial Videos0
On The Structure of Parametric Tournaments with Application to Ranking from Pairwise Comparisons0
Ontology-Based Retrieval \& Neural Approaches for BioASQ Ideal Answer Generation0
OPI at SemEval 2023 Task 1: Image-Text Embeddings and Multimodal Information Retrieval for Visual Word Sense Disambiguation0
Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation0
Weakly-supervised Contextualization of Knowledge Graph Facts0
Optimize What You Evaluate With: A Simple Yet Effective Framework For Direct Optimization Of IR Metrics0
Unbiased Learning to Rank: Counterfactual and Online Approaches0
Optimizing Preference Alignment with Differentiable NDCG Ranking0
Optimizing Ranking Models in an Online Setting0
Optimizing Ranking Systems Online as Bandits0
Neural IR Meets Graph Embedding: A Ranking Model for Product Search0
Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims0
Unbiased Learning to Rank: Online or Offline?0
Pairwise Judgment Formulation for Semantic Embedding Model in Web Search0
A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization0
Non-Clicks Mean Irrelevant? Propensity Ratio Scoring As a Correction0
Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare Maximization in Ad Auctions0
Par4Sim -- Adaptive Paraphrasing for Text Simplification0
Pareto Pairwise Ranking for Fairness Enhancement of Recommender Systems0
Unbiased Learning-to-Rank with Biased Feedback0
Unbiased Learning to Rank with Biased Continuous Feedback0
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