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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 841–850 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
ANTIQUE: A Non-Factoid Question Answering Benchmark	May 22, 2019	Community Question AnsweringInformation Retrieval	CodeCode Available	0	5
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG	Mar 17, 2025	Information RetrievalQuestion Answering	CodeCode Available	0	5
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers	Jul 8, 2025	Information RetrievalReranking	CodeCode Available	0	5
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval	Apr 29, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery	Sep 7, 2018	Biomedical Information RetrievalInformation Retrieval	CodeCode Available	0	5
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion	Oct 29, 2023	Information RetrievalLanguage Modelling	CodeCode Available	0	5
Effective Clustering on Large Attributed Bipartite Graphs	May 20, 2024	AttributeClustering	CodeCode Available	0	5
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data	May 21, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	0	5
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval	Oct 2, 2023	EthicsInformation Retrieval	CodeCode Available	0	5
Authorship verification in the absence of explicit features and thresholds	Mar 1, 2018	ArticlesAuthorship Verification	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