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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 2701–2710 of 4740 papers

Title	Date	Tasks	Status	Hype
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection	Aug 1, 2018	Information RetrievalKnowledge Base Completion	—Unverified	0
Why Machines Cannot Learn Mathematics, Yet	May 20, 2019	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Why PairDiff works? -- A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection	Sep 19, 2017	Information RetrievalKnowledge Base Completion	—Unverified	0
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification	Jul 18, 2022	Cover song identificationData Augmentation	—Unverified	0
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio	Dec 14, 2023	ArticlesCross-Modal Retrieval	—Unverified	0
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval	May 10, 2018	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Wikipedia as a Resource for Text Analysis and Retrieval	Jul 1, 2019	Clusteringcoreference-resolution	—Unverified	0
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining	Jul 1, 2018	Information RetrievalNatural Language Understanding	—Unverified	0
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora	Oct 27, 2024	Information RetrievalRetrieval	—Unverified	0
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity	Jun 1, 2016	Information RetrievalMachine Translation	—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