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 2321–2330 of 4740 papers

Title	Date	Tasks	Status	Hype
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation	Oct 3, 2020	Information RetrievalRetrieval	—Unverified	0
Agent Assist through Conversation Analysis	Oct 1, 2020	Information RetrievalRetrieval	—Unverified	0
Evaluating a Generative Adversarial Framework for Information Retrieval	Oct 1, 2020	Information RetrievalRetrieval	—Unverified	0
Visual Exploration and Knowledge Discovery from Biomedical Dark Data	Sep 28, 2020	Data VisualizationDecision Making	—Unverified	0
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation	Sep 25, 2020	ArticlesInformation Retrieval	—Unverified	0
Persian Keyphrase Generation Using Sequence-to-Sequence Models	Sep 25, 2020	ArticlesInformation Retrieval	CodeCode Available	1
Towards a Natural Language Query Processing System	Sep 25, 2020	Information RetrievalManagement	—Unverified	0
A Comparative Study of Feature Types for Age-Based Text Classification	Sep 24, 2020	General ClassificationInformation Retrieval	CodeCode Available	0
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering	Sep 22, 2020	Information RetrievalQuestion Answering	—Unverified	0
Claraprint: a chord and melody based fingerprint for western classical music cover detection	Sep 21, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	0

Show:10 25 50

← PrevPage 233 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