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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 2361–2370 of 4740 papers

Title	Date	Tasks	Status	Hype
Service-oriented Text-to-SQL Parsing	Nov 1, 2020	Information RetrievalNatural Language Inference	—Unverified	0
Detecting Trending Terms in Cybersecurity Forum Discussions	Nov 1, 2020	Information RetrievalRetrieval	—Unverified	0
Towards Grounding of Formulae	Nov 1, 2020	Information RetrievalRetrieval	—Unverified	0
Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments	Nov 1, 2020	Information RetrievalRetrieval	—Unverified	0
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval	Nov 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Embedding Meta-Textual Information for Improved Learning to Rank	Oct 30, 2020	ArticlesInformation Retrieval	—Unverified	0
A Clarifying Question Selection System from NTES_ALONG in Convai3 Challenge	Oct 27, 2020	Information RetrievalQuestion Selection	—Unverified	0
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval	Oct 26, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Exploiting Neural Query Translation into Cross Lingual Information Retrieval	Oct 26, 2020	Cross-Lingual Information RetrievalData Augmentation	—Unverified	0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies	Oct 24, 2020	Computational EfficiencyDocument-level Event Extraction	—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