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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 2991–3000 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Starting Conversations with Search Engines -- Interfaces that Elicit Natural Language Queries	Feb 13, 2023	ChatbotInformation Retrieval	—Unverified	0	0
State of NLP in Kenya: A Survey	Oct 13, 2024	Information RetrievalMachine Translation	—Unverified	0	0
State-of-the-Art Kernels for Natural Language Processing	Jul 1, 2012	Information RetrievalSemantic Parsing	—Unverified	0	0
State of the Art of User Simulation approaches for conversational information retrieval	Jan 10, 2022	Decision MakingInformation Retrieval	—Unverified	0	0
Statistical Consistency of Top-k Ranking	Dec 1, 2009	Information RetrievalRetrieval	—Unverified	0	0
Statistical Inference: The Missing Piece of RecSys Experiment Reliability Discourse	Sep 14, 2021	Information RetrievalRecommendation Systems	—Unverified	0	0
Statistical Machine Transliteration Baselines for NEWS 2018	Jul 1, 2018	Information RetrievalMachine Translation	—Unverified	0	0
Statistical models for text normalization and machine translation	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0	0
Statistical Section Segmentation in Free-Text Clinical Records	May 1, 2012	General ClassificationInformation Retrieval	—Unverified	0	0
Statistical Stemming for Kannada	Oct 1, 2013	Information Retrieval	—Unverified	0	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