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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 591–600 of 4740 papers

Title	Date	Tasks	Status	Hype
Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation	Dec 1, 2012	Information RetrievalLanguage Modelling	—Unverified	0
Adapting LLMs for Efficient, Personalized Information Retrieval: Methods and Implications	Nov 21, 2023	ChatbotHallucination	—Unverified	0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification	Feb 22, 2021	Binary ClassificationClassification	—Unverified	0
Appropriately Incorporating Statistical Significance in PMI	Oct 1, 2013	Information Retrieval	—Unverified	0
A LDA-Based Topic Classification Approach From Highly Imperfect Automatic Transcriptions	May 1, 2014	General ClassificationInformation Retrieval	—Unverified	0
CRISP: Clustering Multi-Vector Representations for Denoising and Pruning	May 16, 2025	ClusteringDenoising	—Unverified	0
Approches d'analyse distributionnelle pour améliorer la désambiguïsation sémantique	Feb 27, 2017	Information RetrievalLexical Simplification	—Unverified	0
A Laypeople Study on Terminology Identification across Domains and Task Definitions	Jun 1, 2018	Information RetrievalSpecificity	—Unverified	0
Accounting ngrams and multi-word terms can improve topic models	Aug 1, 2016	Information RetrievalText Clustering	—Unverified	0
Applying Vector Space Model (VSM) Techniques in Information Retrieval for Arabic Language	Jan 15, 2018	Information RetrievalManagement	—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