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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 721–730 of 4740 papers

Title	Date	Tasks	Status	Hype
An Iterative Approach for Mining Parallel Sentences in a Comparable Corpus	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
An Issue-oriented Syllabus Retrieval System using Terminology-based Syllabus Structuring and Visualization	Dec 1, 2012	Information RetrievalRetrieval	—Unverified	0
A Calibration Method for Evaluation of Sentiment Analysis	Sep 1, 2017	Information RetrievalSentiment Analysis	—Unverified	0
An Investigative Study of Multi-Modal Cross-Lingual Retrieval	May 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
An Intrinsic Framework of Information Retrieval Evaluation Measures	Apr 2, 2023	Information RetrievalRetrieval	—Unverified	0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval	Jun 26, 2021	Information RetrievalRetrieval	—Unverified	0
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website	May 1, 2018	Information RetrievalText Classification	—Unverified	0
An Interface for Annotating Science Questions	Nov 1, 2018	AI2 Reasoning ChallengeARC	—Unverified	0
An Intent Taxonomy of Legal Case Retrieval	Jul 25, 2023	Information RetrievalRetrieval	—Unverified	0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint	Jun 18, 2024	Information RetrievalRetrieval	—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