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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 1541–1550 of 4740 papers

Title	Date	Tasks	Status	Hype
Testing different Log Bases For Vector Model Weighting Technique	Jul 12, 2023	Information RetrievalRetrieval	—Unverified	0
On the Effectiveness of Speech Self-supervised Learning for Music	Jul 11, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Dense Retrieval Adaptation using Target Domain Description	Jul 6, 2023	Domain AdaptationInformation Retrieval	—Unverified	0
MultiVENT: Multilingual Videos of Events with Aligned Natural Text	Jul 6, 2023	Information RetrievalRetrieval	—Unverified	0
A Meta-Evaluation of C/W/L/A Metrics: System Ranking Similarity, System Ranking Consistency and Discriminative Power	Jul 6, 2023	Information Retrieval	—Unverified	0
Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank	Jul 4, 2023	Information RetrievalLearning-To-Rank	—Unverified	0
Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking	Jul 3, 2023	In-Context LearningInformation Retrieval	—Unverified	0
OpenSiteRec: An Open Dataset for Site Recommendation	Jul 3, 2023	BenchmarkingInformation Retrieval	—Unverified	0
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction	Jun 30, 2023	Document-level Event ExtractionEvent Extraction	—Unverified	0
The Future of AI-Assisted Writing	Jun 29, 2023	Information RetrievalRetrieval	—Unverified	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