SOTAVerified|Agents Browse Leaderboard About

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 321–330 of 4740 papers

Title	Date	Tasks	Status	Hype
UL2: Unifying Language Learning Paradigms	May 10, 2022	Arithmetic ReasoningCommon Sense Reasoning	CodeCode Available	1
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder	May 6, 2022	Dimensionality ReductionInformation Retrieval	CodeCode Available	1
Hyperbolic Relevance Matching for Neural Keyphrase Extraction	May 4, 2022	Information RetrievalKeyphrase Extraction	CodeCode Available	1
Unaligned Supervision For Automatic Music Transcription in The Wild	Apr 28, 2022	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Semantic Information Recovery in Wireless Networks	Apr 28, 2022	Image ClassificationInformation Retrieval	CodeCode Available	1
PLOD: An Abbreviation Detection Dataset for Scientific Documents	Apr 26, 2022	AbbreviationDetectionInformation Retrieval	CodeCode Available	1
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations	Apr 24, 2022	DiversityExplainable Models	CodeCode Available	1
Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction	Apr 22, 2022	Contrastive LearningDecoder	CodeCode Available	1
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems	Apr 17, 2022	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Exploring Dual Encoder Architectures for Question Answering	Apr 14, 2022	Information RetrievalQuestion Answering	CodeCode Available	1

Show:10 25 50

← PrevPage 33 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