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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 3261–3270 of 4740 papers

Title	Date	Tasks	Status	Hype
Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots	Feb 12, 2019	Information RetrievalLanguage Modeling	—Unverified	0
Machine Translation and Automated Analysis of the Sumerian Language	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Machine Translation Impact in E-commerce Multilingual Search	Jan 31, 2023	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Machine Translation of Medical Texts in the Khresmoi Project	Jun 1, 2014	Domain AdaptationImage Retrieval	—Unverified	0
MahaSQuAD: Bridging Linguistic Divides in Marathi Question-Answering	Apr 20, 2024	Information RetrievalQuestion Answering	—Unverified	0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation	Dec 31, 2024	Information RetrievalRAG	—Unverified	0
MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation	Jan 7, 2025	Information RetrievalMusic Information Retrieval	—Unverified	0
Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project	Jun 1, 2016	Document SummarizationInformation Retrieval	—Unverified	0
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval	Aug 15, 2024	Information RetrievalMamba	—Unverified	0
Manawi: Using Multi-Word Expressions and Named Entities to Improve Machine Translation	Jun 1, 2014	Information RetrievalMachine Translation	—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