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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 3941–3950 of 4740 papers

Title	Date	Tasks	Status	Hype
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding	Jun 18, 2024	Information Retrievalknowledge editing	—Unverified	0
Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment	Jul 1, 2015	Information RetrievalRetrieval	—Unverified	0
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering	Apr 1, 2021	Entity LinkingInformation Retrieval	—Unverified	0
Retrieval Term Prediction Using Deep Belief Networks	Dec 1, 2014	Information RetrievalPrediction	—Unverified	0
Retrieval Term Prediction Using Deep Learning Methods	Oct 1, 2016	ChunkingDeep Learning	—Unverified	0
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension	Aug 31, 2018	Information RetrievalMulti-Task Learning	—Unverified	0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs	Nov 1, 2018	Entity LinkingInformation Retrieval	—Unverified	0
RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval	Nov 7, 2024	Information RetrievalRetrieval	—Unverified	0
Retrieving and ranking short medical questions with two stages neural matching model	Nov 16, 2020	Information RetrievalRetrieval	—Unverified	0
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval	May 1, 2023	Argument RetrievalInformation Retrieval	—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