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 4091–4100 of 4740 papers

Title	Date	Tasks	Status	Hype
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity	Aug 1, 2014	Domain AdaptationInformation Retrieval	—Unverified	0
Sense and Similarity: A Study of Sense-level Similarity Measures	Aug 1, 2014	Information RetrievalQuestion Answering	—Unverified	0
Coooolll: A Deep Learning System for Twitter Sentiment Classification	Aug 1, 2014	ClassificationDeep Learning	—Unverified	0
Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction	Aug 1, 2014	Information RetrievalSemantic Textual Similarity	—Unverified	0
Exploring ESA to Improve Word Relatedness	Aug 1, 2014	Information Retrieval	—Unverified	0
SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity	Aug 1, 2014	Information RetrievalSemantic Textual Similarity	—Unverified	0
Learning Rank Functionals: An Empirical Study	Jul 23, 2014	Information RetrievalLearning-To-Rank	—Unverified	0
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge	Jul 7, 2014	Information RetrievalRetrieval	—Unverified	0
Optimizing Ranking Measures for Compact Binary Code Learning	Jul 4, 2014	Image RetrievalInformation Retrieval	—Unverified	0
Study of the impact of proper name transliteration on the performance of word alignment in French-Arabic parallel corpora (Etude de l'impact de la translitt\'eration de noms propres sur la qualit\'e de l'alignement de mots \`a partir de corpus parall\`eles fran -arabe) [in French]	Jul 1, 2014	Information RetrievalMachine Translation	—Unverified	0

Show:10 25 50

← PrevPage 410 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