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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 801–810 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Error-margin Analysis for Hidden Neuron Activation Labels	May 14, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open Datasets	May 2, 2025	Code GenerationGPR	CodeCode Available	0	5
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval	Nov 13, 2024	Image ComprehensionInformation Retrieval	CodeCode Available	0	5
Learning to Search in Long Documents Using Document Structure	Jun 9, 2018	Information RetrievalQuestion Answering	CodeCode Available	0	5
Learning What is Essential in Questions	Aug 1, 2017	Information RetrievalQuestion Answering	CodeCode Available	0	5
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval	Apr 24, 2022	Information RetrievalQuestion Generation	CodeCode Available	0	5
End-to-End Open-Domain Question Answering with BERTserini	Feb 5, 2019	ArticlesInformation Retrieval	CodeCode Available	0	5
Length is a Curse and a Blessing for Document-level Semantics	Oct 24, 2023	Contrastive LearningInformation Retrieval	CodeCode Available	0	5
Automatic Context Pattern Generation for Entity Set Expansion	Jul 17, 2022	Information RetrievalRetrieval	CodeCode Available	0	5
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy	Aug 21, 2024	Information RetrievalLong Form Question Answering	CodeCode Available	0	5

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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