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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 2381–2390 of 4740 papers

Title	Date	Tasks	Status	Hype
Tiering as a Stochastic Submodular Optimization Problem	May 16, 2020	Information RetrievalRetrieval	—Unverified	0
Retrieval-Augmented Feature Generation for Domain-Specific Classification	Jun 17, 2024	Classificationdomain classification	—Unverified	0
Tight Semi-Nonnegative Matrix Factorization	Sep 13, 2017	Information RetrievalRetrieval	—Unverified	0
Time-Aware and Corpus-Specific Entity Relatedness	Oct 23, 2018	Entity LinkingInformation Retrieval	—Unverified	0
BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information	Apr 27, 2022	ArticlesInformation Retrieval	—Unverified	0
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification	Jan 18, 2021	Community Question AnsweringInformation Retrieval	—Unverified	0
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
T-Know: a Knowledge Graph-based Question Answering and Infor-mation Retrieval System for Traditional Chinese Medicine	Aug 1, 2018	Information RetrievalQuestion Answering	—Unverified	0
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers	Jun 27, 2024	Document SummarizationHierarchical Text Segmentation	—Unverified	0
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers	Apr 30, 2022	Information RetrievalLanguage Modelling	—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