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 2841–2850 of 4740 papers

Title	Date	Tasks	Status	Hype
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection	Jan 15, 2019	Information RetrievalMusic Information Retrieval	—Unverified	0
Understanding Mobile Search Task Relevance and User Behaviour in Context	Jan 13, 2019	Information RetrievalRetrieval	—Unverified	0
Answer Interaction in Non-factoid Question Answering Systems	Jan 11, 2019	Information RetrievalQuestion Answering	—Unverified	0
Vector representations of text data in deep learning	Jan 7, 2019	Deep LearningInformation Retrieval	—Unverified	0
Unary and Binary Classification Approaches and their Implications for Authorship Verification	Dec 31, 2018	Authorship VerificationBinary Classification	—Unverified	0
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching	Dec 30, 2018	Information RetrievalNatural Language Inference	—Unverified	0
Sequence to Sequence Learning for Query Expansion	Dec 25, 2018	Information RetrievalKeyword Extraction	—Unverified	0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering	Dec 23, 2018	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
SMILK, linking natural language and data from the web	Dec 20, 2018	Information RetrievalRetrieval	—Unverified	0
Patent Retrieval: A Literature Review	Dec 20, 2018	Domain AdaptationInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 285 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