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 2591–2600 of 4740 papers

Title	Date	Tasks	Status	Hype
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset	Dec 10, 2019	Conversational SearchInformation Retrieval	CodeCode Available	0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering	Dec 8, 2019	Community Question AnsweringInformation Retrieval	—Unverified	0
Attentive Representation Learning with Adversarial Training for Short Text Clustering	Dec 8, 2019	ClusteringInformation Retrieval	—Unverified	0
Document Network Embedding: Coping for Missing Content and Missing Links	Dec 6, 2019	Information RetrievalMachine Translation	—Unverified	0
Information Retrieval and Its Sister Disciplines	Dec 5, 2019	Information RetrievalRetrieval	—Unverified	0
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval Dataset	Dec 4, 2019	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available	0
Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval	Dec 1, 2019	Information RetrievalLanguage Modeling	—Unverified	0
Building Discourse Parser for Thirukkural	Dec 1, 2019	EthicsInformation Retrieval	—Unverified	0
Multilabel reductions: what is my loss optimising?	Dec 1, 2019	General ClassificationInformation Retrieval	—Unverified	0
Precision-Recall Balanced Topic Modelling	Dec 1, 2019	Dimensionality ReductionInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 260 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