SOTAVerified|Agents Browse Leaderboard About Blog

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3081–3090 of 4740 papers

Title	Date	Tasks	Status	Hype
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes	Jun 1, 2018	Information RetrievalRetrieval	—Unverified	0
ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention	Jun 1, 2018	ARCInformation Retrieval	—Unverified	0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding	Jun 1, 2018	ArticlesInformation Retrieval	—Unverified	0
Cross-Lingual Learning-to-Rank with Shared Representations	Jun 1, 2018	Cross-Lingual Information RetrievalInformation Retrieval	—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
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

Show:10 25 50

← PrevPage 309 of 474Next →

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