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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 781–790 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Binary Document Image Super Resolution for Improved Readability and OCR Performance	Dec 6, 2018	Image Super-ResolutionInformation Retrieval	CodeCode Available	0	5
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval	Oct 24, 2023	Information RetrievalRetrieval	CodeCode Available	0	5
ExcluIR: Exclusionary Neural Information Retrieval	Apr 26, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS	Jan 18, 2021	Information Retrievalmodel	CodeCode Available	0	5
Evaluation of Temporal Change in IR Test Collections	Jul 1, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Event-enhanced Retrieval in Real-time Search	Apr 9, 2024	Contrastive LearningDecoder	CodeCode Available	0	5
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks	Nov 17, 2015	Feature EngineeringInformation Retrieval	CodeCode Available	0	5
Exploring Diachronic Lexical Semantics with JeSemE	Jul 1, 2017	Information RetrievalWord Embeddings	CodeCode Available	0	5
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs	Jan 3, 2024	Conversational Question AnsweringInformation Retrieval	CodeCode Available	0	5
Evaluating Contrastive Feedback for Effective User Simulations	May 5, 2025	Information RetrievalPrompt Engineering	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