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 3111–3120 of 4740 papers

Title	Date	Tasks	Status	Hype
Scalable Visualisation of Sentiment and Stance	May 1, 2018	Information RetrievalOpinion Mining	—Unverified	0
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition	May 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy	May 1, 2018	Information Retrieval	—Unverified	0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus	May 1, 2018	Information Retrieval	—Unverified	0
Semantic Equivalence Detection: Are Interrogatives Harder than Declaratives?	May 1, 2018	Community Question AnsweringInformation Retrieval	—Unverified	0
Language adaptation experiments via cross-lingual embeddings for related languages	May 1, 2018	Domain AdaptationInformation Retrieval	—Unverified	0
Building a Macro Chinese Discourse Treebank	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Low Resource Methods for Medieval Document Sections Analysis	May 1, 2018	Information Retrieval	—Unverified	0
Fine-grained Semantic Textual Similarity for Serbian	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
KRAUTS: A German Temporally Annotated News Corpus	May 1, 2018	Information RetrievalQuestion Answering	CodeCode Available	0

Show:10 25 50

← PrevPage 312 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