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 2831–2840 of 4740 papers

Title	Date	Tasks	Status	Hype
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
The Music Streaming Sessions Dataset	Dec 31, 2018	counterfactualInformation Retrieval	CodeCode Available	1
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
Knowledge Representation Learning: A Quantitative Review	Dec 28, 2018	General ClassificationInformation Retrieval	CodeCode Available	2
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
Patent Retrieval: A Literature Review	Dec 20, 2018	Domain AdaptationInformation Retrieval	—Unverified	0
SMILK, linking natural language and data from the web	Dec 20, 2018	Information RetrievalRetrieval	—Unverified	0

Show:10 25 50

← PrevPage 284 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