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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3431–3440 of 4740 papers

Title	Date	Tasks	Status	Hype
Ontology Based Pivoted normalization using Vector Based Approach for information Retrieval	Mar 21, 2017	Information RetrievalRetrieval	—Unverified	0
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process	Mar 20, 2017	ArticlesCPU	—Unverified	0
Deep Tensor Encoding	Mar 18, 2017	Information RetrievalRetrieval	—Unverified	0
Legal Question Answering using Ranking SVM and Deep Convolutional Neural Network	Mar 16, 2017	Information RetrievalQuestion Answering	—Unverified	0
High-Throughput and Language-Agnostic Entity Disambiguation and Linking on User Generated Data	Mar 13, 2017	Entity DisambiguationInformation Retrieval	—Unverified	0
Development of An Android Application for Object Detection Based on Color, Shape, or Local Features	Mar 10, 2017	Information RetrievalObject	—Unverified	0
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis	Mar 9, 2017	Active LearningInformation Retrieval	—Unverified	0
Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields	Mar 8, 2017	AttributeBIG-bench Machine Learning	—Unverified	0
Shape DNA: Basic Generating Functions for Geometric Moment Invariants	Mar 7, 2017	Information RetrievalRetrieval	—Unverified	0
Online Learning to Rank in Stochastic Click Models	Mar 7, 2017	Information RetrievalLearning-To-Rank	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified