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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 1591–1600 of 4740 papers

Title	Date	Tasks	Status	Hype
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker	May 23, 2023	Information RetrievalLanguage Modeling	CodeCode Available	0
Knowledge Graphs Querying	May 23, 2023	Fact CheckingInformation Retrieval	—Unverified	0
Conversational Recommendation as Retrieval: A Simple, Strong Baseline	May 23, 2023	Conversational RecommendationData Augmentation	—Unverified	0
Differential Privacy with Random Projections and Sign Random Projections	May 22, 2023	Information RetrievalQuantization	—Unverified	0
REFinD: Relation Extraction Financial Dataset	May 22, 2023	ArticlesGeneral Knowledge	CodeCode Available	0
IR Models and the COVID-19 Pandemic: A Comparative Study of Performance and Challenges	May 21, 2023	Information RetrievalRetrieval	—Unverified	0
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search	May 19, 2023	Clone DetectionCode Search	—Unverified	0
Exploring the Viability of Synthetic Query Generation for Relevance Prediction	May 19, 2023	Information RetrievalQuestion Answering	—Unverified	0
How Does Generative Retrieval Scale to Millions of Passages?	May 19, 2023	Information RetrievalPassage Ranking	—Unverified	0
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution	May 18, 2023	Information RetrievalReranking	CodeCode Available	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