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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 1931–1940 of 4740 papers

Title	Date	Tasks	Status	Hype
Global-Liar: Factuality of LLMs over Time and Geographic Regions	Jan 31, 2024	FairnessInformation Retrieval	—Unverified	0
GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration	Mar 25, 2024	Decision MakingInformation Retrieval	—Unverified	0
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback	Aug 13, 2021	Information RetrievalReranking	—Unverified	0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance	Feb 21, 2025	Data IntegrationInformation Retrieval	—Unverified	0
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems	May 8, 2024	Information RetrievalLearning-To-Rank	—Unverified	0
Further Theoretical Study of Distribution Separation Method for Information Retrieval	Oct 16, 2015	Information RetrievalRetrieval	—Unverified	0
A Linguistic Study on Relevance Modeling in Information Retrieval	Mar 1, 2021	Information RetrievalNatural Language Understanding	—Unverified	0
Fusion of Simple Models for Native Language Identification	Sep 1, 2017	Information RetrievalLanguage Identification	—Unverified	0
Cross-Encoder Rediscovers a Semantic Variant of BM25	Feb 7, 2025	Information RetrievalModel Editing	—Unverified	0
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons	Jul 1, 2012	Domain AdaptationInformation 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