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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 4351–4360 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Comparative Study of Domain Driven Terms Extraction Using Large Language Models	Apr 2, 2024	Document SummarizationHallucination	—Unverified	0	0
Comparing Apples to Apple: The Effects of Stemmers on Topic Models	Jan 1, 2016	Information RetrievalSemantic Textual Similarity	—Unverified	0	0
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics	Nov 1, 2016	Image RetrievalInformation Retrieval	—Unverified	0	0
Comparing Fair Ranking Metrics	Sep 2, 2020	FairnessInformation Retrieval	—Unverified	0	0
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification	Feb 5, 2024	Claim VerificationEvidence Selection	—Unverified	0	0
Comparing Lexical and Semantic Vector Search Methods When Classifying Medical Documents	May 16, 2025	Information Retrieval	—Unverified	0	0
Comparing Traditional and LLM-based Search for Image Geolocation	Jan 18, 2024	Conversational SearchInformation Retrieval	—Unverified	0	0
Comparing two acquisition systems for automatically building an English---Croatian parallel corpus from multilingual websites	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0	0
Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music	Apr 8, 2020	Information RetrievalMelody Extraction	—Unverified	0	0
Comparison of SMT and NMT trained with large Patent Corpora: Japio at WAT2017	Nov 1, 2017	Information RetrievalMachine Translation	—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