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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 2041–2050 of 4740 papers

Title	Date	Tasks	Status	Hype
Creating a Novel Geolocation Corpus from Historical Texts	Aug 1, 2016	Information Retrieval	—Unverified	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
Combining Objective and Subjective Perspectives for Political News Understanding	Aug 20, 2024	Information Retrieval	—Unverified	0
A Shallow High-Order Parametric Approach to Data Visualization and Compression	Aug 16, 2016	Computational EfficiencyData Visualization	—Unverified	0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval	Dec 1, 2012	Information RetrievalLanguage Modelling	—Unverified	0
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System	Dec 1, 2017	Answer SelectionClassification	—Unverified	0
Creating a Gold Standard Corpus for the Extraction of Chemistry-Disease Relations from Patent Texts	May 1, 2014	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens	Jun 25, 2024	Information RetrievalInstruction Following	—Unverified	0
Analysis and representation of Igbo text document for a text-based system	Sep 5, 2020	Information RetrievalRetrieval	—Unverified	0
Crafting the Path: Robust Query Rewriting for Information Retrieval	Jul 17, 2024	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