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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 3081–3090 of 4740 papers

Title	Date	Tasks	Status	Hype
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media Search	May 21, 2018	Information RetrievalRetrieval	CodeCode Available	0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval	May 19, 2018	Information RetrievalKnowledge Graphs	CodeCode Available	0
Exploring the context of visual information seeking	May 17, 2018	Information RetrievalRetrieval	—Unverified	0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System	May 15, 2018	Answer SelectionInformation Retrieval	—Unverified	0
Semantic Cluster Unary Loss for Efficient Deep Hashing	May 15, 2018	Deep HashingInformation Retrieval	CodeCode Available	0
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing	May 14, 2018	Information RetrievalRetrieval	CodeCode Available	0
Cross-lingual Document Retrieval using Regularized Wasserstein Distance	May 11, 2018	Information RetrievalRetrieval	CodeCode Available	0
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation	May 11, 2018	Information RetrievalRetrieval	—Unverified	0
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval	May 10, 2018	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Unsupervised learning for concept detection in medical images: a comparative analysis	May 4, 2018	Information RetrievalRepresentation Learning	—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