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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 2841–2850 of 4740 papers

Title	Date	Tasks	Status	Hype
Improving BERT-based Query-by-Document Retrieval with Multi-Task Optimization	Feb 1, 2022	Information RetrievalRepresentation Learning	—Unverified	0
Improving Bilingual Terminology Extraction from Comparable Corpora via Multiple Word-Space Models	May 1, 2016	Information RetrievalRetrieval	—Unverified	0
Improving Biomedical Information Retrieval with Neural Retrievers	Jan 19, 2022	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Improving Calculation of Contextual Similarity for Constructing a Bilingual Dictionary via a Third Language	Oct 1, 2013	Information Retrieval	—Unverified	0
Improving Citation Polarity Classification with Product Reviews	Jun 1, 2014	ClassificationDomain Adaptation	—Unverified	0
Improving Clinical Diagnosis Inference through Integration of Structured and Unstructured Knowledge	Apr 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization	Feb 18, 2025	Information RetrievalMedical Question Answering	—Unverified	0
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation	Jan 29, 2023	Cross-Lingual Information RetrievalDocument Ranking	—Unverified	0
Improving Distributed Representations of Tweets - Present and Future	Jul 1, 2017	Information RetrievalRepresentation Learning	—Unverified	0
Improving distributional thesauri by exploring the graph of neighbors	Aug 1, 2014	Information 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