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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 1711–1720 of 4740 papers

Title	Date	Tasks	Status	Hype
Information Retrieval: Recent Advances and Beyond	Jan 20, 2023	Information RetrievalRetrieval	—Unverified	0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications	Jan 19, 2023	Contrastive LearningDomain Adaptation	CodeCode Available	0
New Metrics to Encourage Innovation and Diversity in Information Retrieval Approaches	Jan 19, 2023	DiversityInformation Retrieval	CodeCode Available	0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge Graphs	Jan 17, 2023	Information RetrievalKnowledge Graphs	CodeCode Available	0
The Recent Advances in Automatic Term Extraction: A survey	Jan 17, 2023	Feature EngineeringInformation Retrieval	—Unverified	0
Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access	Jan 12, 2023	FairnessInformation Retrieval	—Unverified	0
Taking Search to Task	Jan 12, 2023	Information RetrievalRetrieval	—Unverified	0
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named Entities	Jan 12, 2023	Information RetrievalMachine Translation	CodeCode Available	0
Word-Graph2vec: An efficient word embedding approach on word co-occurrence graph using random walk technique	Jan 11, 2023	Information RetrievalMachine Translation	—Unverified	0
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval	Jan 11, 2023	Conversational SearchInformation Retrieval	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