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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 3351–3360 of 4740 papers

Title	Date	Tasks	Status	Hype
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps	Apr 21, 2022	2kInformation Retrieval	—Unverified	0
Mining Search Query Logs for Spoken Language Understanding	Jun 1, 2012	Information RetrievalSlot Filling	—Unverified	0
Mining the Gaps: Towards Polynomial Summarization	Oct 1, 2013	Document SummarizationInformation Retrieval	—Unverified	0
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL	Dec 11, 2002	Information RetrievalRetrieval	—Unverified	0
Missed opportunities in translation memory matching	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing	Oct 1, 2022	ArticlesInformation Retrieval	—Unverified	0
Mitigating Hallucination with ZeroG: An Advanced Knowledge Management Engine	Nov 8, 2024	Computational EfficiencyHallucination	—Unverified	0
Mitigation Procedures to Rank Experts through Information Retrieval Measures	Mar 16, 2016	Information RetrievalRetrieval	—Unverified	0
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge	Jun 1, 2018	Common Sense ReasoningInformation Retrieval	—Unverified	0
MITRE: Seven Systems for Semantic Similarity in Tweets	Jun 1, 2015	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