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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 1021–1030 of 4740 papers

Title	Date	Tasks	Status	Hype
Combining Objective and Subjective Perspectives for Political News Understanding	Aug 20, 2024	Information Retrieval	—Unverified	0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval	Dec 1, 2012	Information RetrievalLanguage Modelling	—Unverified	0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents	Feb 27, 2024	Information RetrievalLanguage Modeling	—Unverified	0
A New Approach for Idiom Identification Using Meanings and the Web	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Content Based Document Recommender using Deep Learning	Oct 23, 2017	Deep LearningInformation Retrieval	—Unverified	0
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm	Nov 30, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?	Feb 20, 2025	Information RetrievalRetrieval	—Unverified	0
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries	Jun 1, 2014	Abstractive Text SummarizationInformation Retrieval	—Unverified	0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature	Jul 6, 2020	ArticlesInformation Retrieval	—Unverified	0
BanditRank: Learning to Rank Using Contextual Bandits	Oct 23, 2019	Information RetrievalLearning-To-Rank	—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