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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 1201–1210 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Collaborative Summarization of Topic-Related Videos	Jun 9, 2017	AttributeInformation Retrieval	—Unverified	0	0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish	Feb 2, 2024	Information RetrievalRetrieval	—Unverified	0	0
A Semantic Matching Energy Function for Learning with Multi-relational Data	Jan 15, 2013	Information RetrievalLink Prediction	—Unverified	0	0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set	Jun 1, 2013	BIG-bench Machine LearningInformation Retrieval	—Unverified	0	0
A dataset and baselines for sequential open-domain question answering	Oct 1, 2018	Information RetrievalOpen-Domain Question Answering	—Unverified	0	0
A Collection of Scholarly Book Reviews from the Platforms of electronic sources in Humanities and Social Sciences OpenEdition.org	May 1, 2014	Collaborative FilteringGenre classification	—Unverified	0	0
A Semantic Enhanced Model for effective Spatial Information Retrieval	Jun 8, 2014	Information RetrievalRetrieval	—Unverified	0	0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles	Dec 21, 2024	ArticlesDecision Making	—Unverified	0	0
COIN: Co-Cluster Infomax for Bipartite Graphs	May 31, 2022	Drug DiscoveryInformation Retrieval	—Unverified	0	0
A Search Engine for Scientific Publications: a Cybersecurity Case Study	Jun 30, 2021	Information RetrievalManagement	—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