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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 3041–3050 of 4740 papers

Title	Date	Tasks	Status	Hype
Approximate k-NN Graph Construction: a Generic Online Approach	Apr 9, 2018	graph constructionInformation Retrieval	—Unverified	0
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator	Aug 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge	Aug 1, 2018	Answer SelectionInformation Retrieval	—Unverified	0
Knowledge-based Query Expansion in Real-Time Microblog Search	Mar 13, 2015	Information RetrievalLanguage Modeling	—Unverified	0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation	Aug 27, 2024	Information RetrievalInstance Segmentation	—Unverified	0
Knowledge-Driven Event Embedding for Stock Prediction	Dec 1, 2016	Information RetrievalOpen Information Extraction	—Unverified	0
Knowledge-Enhanced Named Entity Disambiguation for Short Text	Dec 1, 2020	Entity DisambiguationInformation Retrieval	—Unverified	0
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering	Apr 7, 2020	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries	Oct 1, 2014	Information RetrievalKnowledge Graphs	—Unverified	0
Knowledge Graph Embedding with Hierarchical Relation Structure	Oct 1, 2018	Graph EmbeddingInformation 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