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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 1261–1270 of 4740 papers

Title	Date	Tasks	Status	Hype
Dealing with word-internal modification and spelling variation in data-driven lemmatization	Aug 1, 2016	Information RetrievalLemmatization	—Unverified	0
Dependencies: Formalising Semantic Catenae for Information Retrieval	Sep 12, 2017	Information RetrievalRetrieval	—Unverified	0
Designing Interfaces for Multimodal Vector Search Applications	Sep 18, 2024	Information RetrievalRetrieval	—Unverified	0
Debiasing Neural Retrieval via In-batch Balancing Regularization	May 18, 2022	FairnessInformation Retrieval	—Unverified	0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation	Aug 24, 2022	FairnessInformation Retrieval	—Unverified	0
Deception Detection for the Russian Language: Lexical and Syntactic Parameters	Sep 1, 2017	Binary text classificationDeception Detection	—Unverified	0
Detection-by-Localization: Maintenance-Free Change Object Detector	Sep 14, 2018	Change DetectionInformation Retrieval	—Unverified	0
Automated Answer Validation using Text Similarity	Jan 13, 2024	Information RetrievalMultiple-choice	—Unverified	0
CSIRO Data61 at the WNUT Geo Shared Task	Dec 1, 2016	Information RetrievalRetrieval	—Unverified	0
Analyzing Similarity in Mathematical Content To Enhance the Detection of Academic Plagiarism	Jan 25, 2018	Information RetrievalRetrieval	—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