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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 1241–1250 of 4740 papers

Title	Date	Tasks	Status	Hype
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition	May 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Data-Driven Relevance Judgments for Ranking Evaluation	Dec 19, 2016	Information RetrievalRetrieval	—Unverified	0
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers	Feb 27, 2025	Information RetrievalRetrieval	—Unverified	0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words	Aug 1, 2014	Information RetrievalText Generation	—Unverified	0
A Unified Architecture for Semantic Role Labeling and Relation Classification	Dec 1, 2016	ClassificationFeature Engineering	—Unverified	0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing	Jul 12, 2018	Information RetrievalRecommendation Systems	—Unverified	0
Data Management Challenges for Internet-scale 3D Search Engines	Sep 8, 2022	Information RetrievalManagement	—Unverified	0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports	Jul 9, 2015	General ClassificationInformation Retrieval	—Unverified	0
Data representation methods and use of mined corpora for Indian language transliteration	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Analyzing Stemming Approaches for Turkish Multi-Document Summarization	Oct 1, 2014	Document SummarizationInformation Retrieval	—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