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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 3071–3080 of 4740 papers

Title	Date	Tasks	Status	Hype
Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function	Jun 1, 2018	Document SummarizationExtractive Summarization	—Unverified	0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines	Jun 1, 2018	AttributeDependency Parsing	—Unverified	0
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes	Jun 1, 2018	Information RetrievalRetrieval	—Unverified	0
Tree Structured Dirichlet Processes for Hierarchical Morphological Segmentation	Jun 1, 2018	ClusteringInformation Retrieval	CodeCode Available	0
Domain-Sensitive Temporal Tagging By Jannik Str\"otgen, Michael Gertz	Jun 1, 2018	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset	Jun 1, 2018	AI2 Reasoning ChallengeARC	—Unverified	0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning	May 27, 2018	Deep LearningInformation Retrieval	—Unverified	0
Deep Watershed Detector for Music Object Recognition	May 26, 2018	Information RetrievalMusic Information Retrieval	—Unverified	0
An experimental comparison of label selection methods for hierarchical document clusters	May 24, 2018	ClusteringInformation Retrieval	—Unverified	0
A logical representation of Arabic questions toward automatic passage extraction from the Web	May 23, 2018	Information RetrievalQuestion 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