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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 2411–2420 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Ontology-based Adaptive e-Textbook Platform for Student and Machine Co-Learning	Jan 20, 2018	Information RetrievalRetrieval	—Unverified	0	0
Ontology-Based Categorization of Bacteria and Habitat Entities using Information Retrieval Techniques	Aug 1, 2016	Information RetrievalRetrieval	—Unverified	0	0
Ontology Based Pivoted normalization using Vector Based Approach for information Retrieval	Mar 21, 2017	Information RetrievalRetrieval	—Unverified	0	0
Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search	Jul 15, 2018	Information RetrievalRetrieval	—Unverified	0	0
OntoSeg: a Novel Approach to Text Segmentation using Ontological Similarity	Nov 26, 2015	ClusteringInformation Retrieval	—Unverified	0	0
OntoSOC: Sociocultural Knowledge Ontology	May 15, 2015	Information RetrievalRetrieval	—Unverified	0	0
Ontoterminology: How to unify terminology and ontology into a single paradigm	May 1, 2012	Information Retrieval	—Unverified	0	0
On Using Non-Volatile Memory in Apache Lucene	Apr 12, 2018	Information RetrievalRetrieval	—Unverified	0	0
Open-Domain Question Answering with Pre-Constructed Question Spaces	Jun 2, 2020	Information RetrievalKnowledge Graphs	—Unverified	0	0
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning	Mar 11, 2025	Information RetrievalRAG	—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