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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 1441–1450 of 4740 papers

Title	Date	Tasks	Status	Hype
Understanding Social Structures from Contemporary Literary Fiction using Character Interaction Graph -- Half Century Chronology of Influential Bengali Writers	Oct 25, 2023	Information RetrievalRetrieval	—Unverified	0
Length is a Curse and a Blessing for Document-level Semantics	Oct 24, 2023	Contrastive LearningInformation Retrieval	CodeCode Available	0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval	Oct 24, 2023	Information RetrievalRetrieval	CodeCode Available	0
Creating a silver standard for patent simplification	Oct 24, 2023	Information RetrievalRetrieval	CodeCode Available	0
Chain-of-Factors Paper-Reviewer Matching	Oct 23, 2023	Information RetrievalLanguage Modelling	CodeCode Available	0
Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank	Oct 22, 2023	Data IntegrationFeature Engineering	—Unverified	0
VR PreM+ : An Immersive Pre-learning Branching Visualization System for Museum Tours	Oct 20, 2023	Information RetrievalRetrieval	—Unverified	0
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher	Oct 19, 2023	HallucinationInformation Retrieval	—Unverified	0
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong	Oct 19, 2023	Fact CheckingInformation Retrieval	—Unverified	0
CIR at the NTCIR-17 ULTRE-2 Task	Oct 18, 2023	Information RetrievalPosition	—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