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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1931–1940 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem	Dec 10, 2020	Information RetrievalManagement	—Unverified	0	0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain	May 1, 2014	Domain AdaptationInformation Retrieval	—Unverified	0	0
A contrastive review of paraphrase acquisition techniques	May 1, 2012	ArticlesInformation Retrieval	—Unverified	0	0
A Calibration Method for Evaluation of Sentiment Analysis	Sep 1, 2017	Information RetrievalSentiment Analysis	—Unverified	0	0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction	Nov 16, 2021	Information RetrievalRetrieval	—Unverified	0	0
Further Theoretical Study of Distribution Separation Method for Information Retrieval	Oct 16, 2015	Information RetrievalRetrieval	—Unverified	0	0
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction	Sep 26, 2018	BIG-bench Machine LearningInformation Retrieval	—Unverified	0	0
DUTH at SemEval-2018 Task 2: Emoji Prediction in Tweets	Jun 1, 2018	Information RetrievalTask 2	—Unverified	0	0
DUTH at SemEval-2017 Task 5: Sentiment Predictability in Financial Microblogging and News Articles	Aug 1, 2017	ArticlesBIG-bench Machine Learning	—Unverified	0	0
An Initial Test Collection for Ranked Retrieval of SMS Conversations	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0	0

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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