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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 3771–3780 of 4740 papers

Title	Date	Tasks	Status	Hype
Q-Map: Clinical Concept Mining from Clinical Documents	Apr 30, 2018	Information RetrievalRetrieval	—Unverified	0
QOG:Question and Options Generation based on Language Model	Jun 18, 2024	Information RetrievalLanguage Modeling	—Unverified	0
QontSum: On Contrasting Salient Content for Query-focused Summarization	Jul 14, 2023	Answer GenerationContrastive Learning	—Unverified	0
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval	Jun 1, 2021	Information RetrievalRetrieval	—Unverified	0
QualiAssistant: Extracting Qualia Structures from Texts	Oct 1, 2022	Argument MiningInformation Retrieval	—Unverified	0
Qualitative Modeling of Spatial Prepositions and Motion Expressions	Jul 1, 2012	Information RetrievalQuestion Answering	—Unverified	0
Quality and Cost Trade-offs in Passage Re-ranking Task	Nov 18, 2021	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Quantifying daseinisation using Shannon entropy	Feb 26, 2020	Information RetrievalRetrieval	—Unverified	0
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis	Oct 1, 2024	Information RetrievalLanguage Modeling	—Unverified	0
Had enough of experts? Quantitative knowledge retrieval from large language models	Feb 12, 2024	ImputationInformation 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