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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 1461–1470 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL	Jun 15, 2024	ChatbotDecision Making	—Unverified	0	0
Bridging the Gap: Incorporating a Semantic Similarity Measure for Effectively Mapping PubMed Queries to Documents	Aug 5, 2016	Information RetrievalLearning-To-Rank	—Unverified	0	0
Answer Interaction in Non-factoid Question Answering Systems	Jan 11, 2019	Information RetrievalQuestion Answering	—Unverified	0	0
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity	Aug 1, 2014	Information RetrievalLanguage Modelling	—Unverified	0	0
Bridging the Gap Between Scope-based and Event-based Negation/Speculation Annotations: A Bridge Not Too Far	Jul 1, 2012	Information RetrievalNegation	—Unverified	0	0
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling	Nov 1, 2019	Information RetrievalParaphrase Identification	—Unverified	0	0
Answering Science Exam Questions Using Query Reformulation with Background Knowledge	Nov 17, 2018	ARCInformation Retrieval	—Unverified	0	0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?	Oct 22, 2024	Collaborative FilteringInformation Retrieval	—Unverified	0	0
Answering Science Exam Questions Using Query Rewriting with Background Knowledge	Sep 15, 2018	ARCInformation Retrieval	—Unverified	0	0
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text	Oct 1, 2014	Entity DisambiguationInformation Retrieval	—Unverified	0	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