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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 2881–2890 of 4740 papers

Title	Date	Tasks	Status	Hype
OpenKE: An Open Toolkit for Knowledge Embedding	Nov 1, 2018	Information RetrievalKnowledge Graphs	CodeCode Available	0
MindLab Neural Network Approach at BioASQ 6B	Nov 1, 2018	Information RetrievalPosition	—Unverified	0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer	Nov 1, 2018	ArticlesInformation Retrieval	—Unverified	0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs	Nov 1, 2018	Entity LinkingInformation Retrieval	—Unverified	0
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks	Nov 1, 2018	Fact CheckingInformation Retrieval	—Unverified	0
A mostly unlexicalized model for recognizing textual entailment	Nov 1, 2018	Fake News DetectionInformation Retrieval	—Unverified	0
Improving Information Retrieval Results for Persian Documents using FarsNet	Nov 1, 2018	Information RetrievalRetrieval	CodeCode Available	0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata	Nov 1, 2018	Answer SelectionCommunity Question Answering	—Unverified	0
An Interface for Annotating Science Questions	Nov 1, 2018	AI2 Reasoning ChallengeARC	—Unverified	0
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)	Nov 1, 2018	Information RetrievalNatural Language Inference	—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