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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 3371–3380 of 4740 papers

Title	Date	Tasks	Status	Hype
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm	Aug 12, 2021	Document RankingInformation Retrieval	—Unverified	0
Modeling Review Argumentation for Robust Sentiment Analysis	Aug 1, 2014	Abstract ArgumentationInformation Retrieval	—Unverified	0
Modeling Social Annotation Data with Content Relevance using a Topic Model	Dec 1, 2009	General ClassificationInformation Retrieval	—Unverified	0
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities	Apr 25, 2023	domain classificationInformation Retrieval	—Unverified	0
Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval	Feb 3, 2018	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation	Aug 1, 2018	Binary ClassificationCross-corpus	—Unverified	0
Modeling User Preferences via Brain-Computer Interfacing	May 15, 2024	Information Retrieval	—Unverified	0
Modelling Dynamic Interactions between Relevance Dimensions	Jul 25, 2019	Decision MakingDecision Making Under Uncertainty	—Unverified	0
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network	Jun 15, 2014	Feature EngineeringInformation Retrieval	—Unverified	0
Modelling Word Burstiness in Natural Language: A Generalised Polya Process for Document Language Models in Information Retrieval	Aug 20, 2017	Information RetrievalLanguage Modeling	—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