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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 1941–1950 of 4740 papers

Title	Date	Tasks	Status	Hype
Tagged Documents Co-Clustering	Oct 14, 2021	ClusteringInformation Retrieval	—Unverified	0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking	Oct 14, 2021	Data AugmentationInformation Retrieval	—Unverified	0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction	Oct 13, 2021	Contrastive LearningDocument Embedding	CodeCode Available	1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval	Oct 12, 2021	ClusteringConstrained Clustering	CodeCode Available	1
Automatic Recall of Software Lessons Learned for Software Project Managers	Oct 11, 2021	Information RetrievalRetrieval	—Unverified	0
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition	Oct 10, 2021	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0
GeSERA: General-domain Summary Evaluation by Relevance Analysis	Oct 7, 2021	Information RetrievalPOS	—Unverified	0
Voice Information Retrieval In Collaborative Information Seeking	Oct 5, 2021	Information RetrievalRetrieval	—Unverified	0
Analyzing the Impact of COVID-19 on Economy from the Perspective of Users Reviews	Oct 5, 2021	Information RetrievalRetrieval	—Unverified	0
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval	Oct 4, 2021	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