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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 3191–3200 of 4740 papers

Title	Date	Tasks	Status	Hype
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System	Dec 1, 2017	Answer SelectionClassification	—Unverified	0
Chinese Answer Extraction Based on POS Tree and Genetic Algorithm	Dec 1, 2017	Information RetrievalPOS	—Unverified	0
Balancing Speed and Quality in Online Learning to Rank for Information Retrieval	Nov 26, 2017	Information RetrievalLearning-To-Rank	CodeCode Available	0
A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization	Nov 18, 2017	Content-Based Image RetrievalImage Description	—Unverified	0
Remedies against the Vocabulary Gap in Information Retrieval	Nov 16, 2017	Information RetrievalRetrieval	—Unverified	0
On consistent vertex nomination schemes	Nov 15, 2017	Information RetrievalRetrieval	—Unverified	0
A distributed system for SearchOnMath based on the Microsoft BizSpark program	Nov 11, 2017	Information RetrievalRetrieval	—Unverified	0
RDF2Vec: RDF Graph Embeddings and Their Applications	Nov 10, 2017	Entity EmbeddingsGeneral Knowledge	CodeCode Available	1
Joint Sentiment/Topic Modeling on Text Data Using Boosted Restricted Boltzmann Machine	Nov 10, 2017	General ClassificationInformation Retrieval	—Unverified	0
Fidelity-Weighted Learning	Nov 8, 2017	Ad-Hoc Information RetrievalInformation Retrieval	—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