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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 1851–1860 of 4740 papers

Title	Date	Tasks	Status	Hype
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction	Apr 1, 2014	Event ExtractionGeneral Classification	—Unverified	0
Fast Slate Policy Optimization: Going Beyond Plackett-Luce	Aug 3, 2023	Information RetrievalRecommendation Systems	—Unverified	0
Fast Tweet Retrieval with Compact Binary Codes	Aug 1, 2014	Information RetrievalRetrieval	—Unverified	0
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering	May 8, 2024	Generative Question AnsweringInformation Retrieval	—Unverified	0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding	Jun 1, 2018	ArticlesInformation Retrieval	—Unverified	0
FBK-HLT: An Effective System for Paraphrase Identification and Semantic Similarity in Twitter	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
FBK-TR: Applying SVM with Multiple Linguistic Features for Cross-Level Semantic Similarity	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0
FCA_Retrieval: A Multi-operator Algorithm for Information Retrieval from Binary Concept Lattice	Dec 1, 2018	Information RetrievalRetrieval	—Unverified	0
FCC: Three Approaches for Semantic Textual Similarity	Jul 1, 2012	Information RetrievalSemantic Textual Similarity	—Unverified	0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics	Dec 18, 2024	Code GenerationInformation 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