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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 1011–1020 of 4740 papers

Title	Date	Tasks	Status	Hype
Collective Matrix Factorization Hashing for Multimodal Data	Jun 1, 2014	Information RetrievalRetrieval	—Unverified	0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches	Aug 1, 2014	Entity DisambiguationGraph Ranking	—Unverified	0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism	Jul 4, 2016	Information RetrievalQuestion Answering	—Unverified	0
Collective Search for Concept Disambiguation	Dec 1, 2012	Information Retrieval	—Unverified	0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing	Dec 1, 2012	Dependency ParsingInformation Retrieval	—Unverified	0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning	Aug 2, 2024	Information RetrievalQuestion Answering	—Unverified	0
Combining, Adapting and Reusing Bi-texts between Related Languages: Application to Statistical Machine Translation (invited talk)	Sep 1, 2013	Information RetrievalLanguage Modelling	—Unverified	0
Combining Compositionality and Pagerank for the Identification of Semantic Relations between Biomedical Words	Jun 1, 2012	Information RetrievalMachine Translation	—Unverified	0
Combining dependency information and generalization in a pattern-based approach to the classification of lexical-semantic relation instances	May 1, 2014	ClassificationGeneral Classification	—Unverified	0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning	Jul 7, 2022	Information RetrievalRetrieval	—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