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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 741–750 of 4740 papers

Title	Date	Tasks	Status	Hype
Boosting Search Engines with Interactive Agents	Sep 1, 2021	Information RetrievalReading Comprehension	—Unverified	0
Bootstrapping a hybrid deep MT system	Jul 1, 2015	Information Retrieval	—Unverified	0
Beyond [CLS] through Ranking by Generation	Oct 6, 2020	Answer SelectionInformation Retrieval	—Unverified	0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views	Nov 19, 2015	Information RetrievalRetrieval	—Unverified	0
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval	Aug 21, 2022	DecoderInformation Retrieval	—Unverified	0
Aggregated Semantic Matching for Short Text Entity Linking	Oct 1, 2018	Card GamesEntity Linking	—Unverified	0
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings	Oct 1, 2013	Information RetrievalLearning-To-Rank	—Unverified	0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models	Jan 4, 2024	Information RetrievalLanguage Modeling	—Unverified	0
Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Bootstrapping Term Extractors for Multiple Languages	May 1, 2014	Information RetrievalManagement	—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