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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 521–530 of 4740 papers

Title	Date	Tasks	Status	Hype
Pessimistic Evaluation	Oct 17, 2024	FairnessInformation Retrieval	—Unverified	0
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models	Oct 17, 2024	Contrastive LearningDiversity	CodeCode Available	2
Retrieval-Enhanced Named Entity Recognition	Oct 17, 2024	In-Context LearningInformation Retrieval	—Unverified	0
Private Counterfactual Retrieval	Oct 17, 2024	counterfactualCounterfactual Explanation	—Unverified	0
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning	Oct 16, 2024	Decision MakingInformation Retrieval	CodeCode Available	1
Towards Computational Analysis of Pansori Singing	Oct 16, 2024	Information RetrievalMusic Information Retrieval	—Unverified	0
Layer-of-Thoughts Prompting (LoT): Leveraging LLM-Based Retrieval with Constraint Hierarchies	Oct 16, 2024	Information RetrievalRetrieval	—Unverified	0
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval	Oct 16, 2024	Information RetrievalLogical Reasoning	—Unverified	0
QUIDS: Query Intent Generation via Dual Space Modeling	Oct 16, 2024	Information RetrievalRetrieval	—Unverified	0
On the Role of Activation Functions in EEG-To-Text Decoder	Oct 16, 2024	DecoderEEG	—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