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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 3141–3150 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning to Rank Academic Experts in the DBLP Dataset	Jan 21, 2015	Information RetrievalLearning-To-Rank	—Unverified	0
Learning to Rank by Optimizing NDCG Measure	Dec 1, 2009	Information RetrievalLearning-To-Rank	—Unverified	0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications	Feb 2, 2013	Information RetrievalLearning-To-Rank	—Unverified	0
Learning To Rank Resources with GNN	Apr 17, 2023	Graph Neural NetworkInformation Retrieval	—Unverified	0
Learning to Rank Semantic Coherence for Topic Segmentation	Sep 1, 2017	Common Sense ReasoningDiscourse Parsing	—Unverified	0
Extended Missing Data Imputation via GANs for Ranking Applications	Nov 4, 2020	ImputationInformation Retrieval	—Unverified	0
Learning to Rank with Small Set of Ground Truth Data	Jul 4, 2022	Information RetrievalLearning-To-Rank	—Unverified	0
Learning to Re-rank for Interactive Problem Resolution and Query Refinement	Jun 1, 2014	Information Retrieval	—Unverified	0
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching	Dec 30, 2018	Information RetrievalNatural Language Inference	—Unverified	0
Learning to Select the Relevant History Turns in Conversational Question Answering	Aug 4, 2023	Binary ClassificationConversational Question Answering	—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