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

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Showing 626–650 of 753 papers

Title	Date	Tasks	Status	Hype
VSoLSCSum: Building a Vietnamese Sentence-Comment Dataset for Social Context Summarization	Dec 1, 2016	Learning-To-RankSentence	—Unverified	0
Quad-networks: unsupervised learning to rank for interest point detection	Nov 22, 2016	Interest Point DetectionLearning-To-Rank	—Unverified	0
Learning to Rank Scientific Documents from the Crowd	Nov 4, 2016	ArticlesDocument Ranking	—Unverified	0
Addressing Community Question Answering in English and Arabic	Oct 18, 2016	Community Question AnsweringLearning-To-Rank	—Unverified	0
Enhancing LambdaMART Using Oblivious Trees	Sep 19, 2016	Collaborative FilteringLearning-To-Rank	—Unverified	0
A Flexible Recommendation System for Cable TV	Sep 13, 2016	DiversityLearning-To-Rank	—Unverified	0
Don't Mention the Shoe! A Learning to Rank Approach to Content Selection for Image Description Generation	Sep 1, 2016	Image DescriptionImage Retrieval	—Unverified	0
Learning Latent Vector Spaces for Product Search	Aug 25, 2016	Learning-To-Rankparameter estimation	CodeCode Available	1
Online Learning to Rank with Top-k Feedback	Aug 23, 2016	Learning-To-Rank	—Unverified	0
Computational and Statistical Tradeoffs in Learning to Rank	Aug 22, 2016	Learning-To-Rank	—Unverified	0
Unbiased Learning-to-Rank with Biased Feedback	Aug 16, 2016	counterfactualCounterfactual Inference	—Unverified	0
Bridging the Gap: Incorporating a Semantic Similarity Measure for Effectively Mapping PubMed Queries to Documents	Aug 5, 2016	Information RetrievalLearning-To-Rank	—Unverified	0
Learning to Rank for Synthesizing Planning Heuristics	Aug 3, 2016	Learning-To-Rankregression	—Unverified	0
Using Learning-To-Rank to Enhance NLM Medical Text Indexer Results	Aug 1, 2016	Learning-To-Rank	—Unverified	0
Learning Paraphrasing for Multiword Expressions	Aug 1, 2016	Learning-To-RankMachine Translation	—Unverified	0
News Citation Recommendation with Implicit and Explicit Semantics	Aug 1, 2016	Citation RecommendationCollaborative Filtering	—Unverified	0
Constrained Multi-Task Learning for Automated Essay Scoring	Aug 1, 2016	Automated Essay ScoringLearning-To-Rank	—Unverified	0
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents	Aug 1, 2016	ChatbotCommunity Question Answering	—Unverified	0
Towards Constructing Sports News from Live Text Commentary	Aug 1, 2016	Document SummarizationLearning-To-Rank	—Unverified	0
Learning Optimal Card Ranking from Query Reformulation	Jun 22, 2016	Learning-To-Rank	—Unverified	0
Learning Term Weights for Ad-hoc Retrieval	Jun 14, 2016	Information RetrievalLearning-To-Rank	—Unverified	0
Recognizing Reference Spans and Classifying their Discourse Facets	Jun 1, 2016	Information RetrievalLearning-To-Rank	—Unverified	0
ECNU at SemEval-2016 Task 7: An Enhanced Supervised Learning Method for Lexicon Sentiment Intensity Ranking	Jun 1, 2016	Learning-To-RankSentiment Analysis	—Unverified	0
QU-IR at SemEval 2016 Task 3: Learning to Rank on Arabic Community Question Answering Forums with Word Embedding	Jun 1, 2016	Community Question AnsweringLearning-To-Rank	—Unverified	0
MTE-NN at SemEval-2016 Task 3: Can Machine Translation Evaluation Help Community Question Answering?	Jun 1, 2016	Community Question AnsweringLearning-To-Rank	—Unverified	0

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