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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 4291–4300 of 4740 papers

Title	Date	Tasks	Status	Hype
The Anatomy of Mitos Web Search Engine	Mar 14, 2008	AnatomyClustering	CodeCode Available	0
A Tool for Conducting User Studies on Mobile Devices	Jan 31, 2020	Information RetrievalRetrieval	CodeCode Available	0
Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures	Feb 1, 2024	Information Retrieval	CodeCode Available	0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement	Apr 1, 2017	Document ClassificationInformation Retrieval	CodeCode Available	0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval	May 27, 2021	Information RetrievalRetrieval	CodeCode Available	0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data	Jun 27, 2024	HallucinationInformation Retrieval	CodeCode Available	0
Towards a relation extraction framework for cyber-security concepts	Apr 16, 2015	Active LearningInformation Retrieval	CodeCode Available	0
MultiConIR: Towards multi-condition Information Retrieval	Mar 11, 2025	Information RetrievalReranking	CodeCode Available	0
Discovery and Recognition of Formula Concepts using Machine Learning	Mar 3, 2023	Information RetrievalQuestion Answering	CodeCode Available	0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator	May 28, 2024	Information RetrievalLanguage Modelling	CodeCode Available	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