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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 2571–2580 of 4740 papers

Title	Date	Tasks	Status	Hype
Unsupervised Modeling of Topical Relevance in L2 Learner Text	Jun 1, 2016	Information Retrieval	—Unverified	0
Unsupervised Relation Extraction with General Domain Knowledge	Oct 1, 2013	Information RetrievalQuestion Answering	—Unverified	0
Self-Supervised Learning of Context-Aware Pitch Prosody Representations	Jul 17, 2020	General ClassificationInformation Retrieval	—Unverified	0
Unsupervised Sparse Vector Densification for Short Text Similarity	May 1, 2015	Information RetrievalRetrieval	—Unverified	0
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval	Sep 24, 2024	Information RetrievalQuestion Generation	—Unverified	0
Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis	Sep 1, 2015	Aspect-Based Sentiment Analysis (ABSA)Information Retrieval	—Unverified	0
Unsupervised Word Sense Induction using Distributional Statistics	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0
UNT: A Supervised Synergistic Approach to Semantic Text Similarity	Jul 1, 2012	Graph MatchingInformation Retrieval	—Unverified	0
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach	Jan 12, 2025	DiversityInformation Retrieval	—Unverified	0
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity	Aug 1, 2014	Domain AdaptationInformation 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