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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 2731–2740 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval	May 1, 2015	Domain Adaptationdomain classification	—Unverified	0	0
Representing Documents and Queries as Sets of Word Embedded Vectors for Information Retrieval	Jun 25, 2016	Document RankingInformation Retrieval	—Unverified	0	0
Representing Topics Using Images	Jun 1, 2013	Image RetrievalInformation Retrieval	—Unverified	0	0
Repurposing TREC-COVID Annotations to Answer the Key Questions of CORD-19	Aug 27, 2020	ArticlesInformation Retrieval	—Unverified	0	0
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information	Aug 23, 2023	Information RetrievalPassage Reranking	—Unverified	0	0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models	Jun 26, 2024	Information RetrievalPassage Ranking	—Unverified	0	0
Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper	Oct 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks	Dec 25, 2024	ClassificationInformation Retrieval	—Unverified	0	0
Research on Cross-media Science and Technology Information Data Retrieval	Apr 11, 2022	Information RetrievalRetrieval	—Unverified	0	0
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms	May 1, 2015	Information RetrievalLEMMA	—Unverified	0	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