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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 4541–4550 of 4740 papers

Title	Date	Tasks	Status	Hype
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering	Oct 1, 2018	Information RetrievalOpen-Domain Question Answering	CodeCode Available	0
Chain-of-Factors Paper-Reviewer Matching	Oct 23, 2023	Information RetrievalLanguage Modelling	CodeCode Available	0
Semantic Cluster Unary Loss for Efficient Deep Hashing	May 15, 2018	Deep HashingInformation Retrieval	CodeCode Available	0
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking Models	Mar 24, 2024	Information RetrievalLearning-To-Rank	CodeCode Available	0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS	Jan 18, 2021	Information Retrievalmodel	CodeCode Available	0
Learning Music Audio Representations With Limited Data	May 9, 2025	Information RetrievalMusic Information Retrieval	CodeCode Available	0
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering	Apr 4, 2024	graph constructionInformation Retrieval	CodeCode Available	0
A Baseline Temporal Tagger for all Languages	Sep 1, 2015	AllInformation Retrieval	CodeCode Available	0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion	Jun 5, 2025	Information RetrievalLanguage Modeling	CodeCode Available	0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection	Aug 1, 2018	Document SummarizationFeature Engineering	CodeCode Available	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