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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 1901–1910 of 4740 papers

Title	Date	Tasks	Status	Hype
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective	May 9, 2022	Information RetrievalKnowledge Graph Completion	—Unverified	0
Vector Representations of Idioms in Conversational Systems	May 7, 2022	Information RetrievalMachine Translation	—Unverified	0
Better Retrieval May Not Lead to Better Question Answering	May 7, 2022	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Collective Relevance Labeling for Passage Retrieval	May 6, 2022	Information RetrievalKnowledge Distillation	CodeCode Available	0
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval	May 5, 2022	Information RetrievalRetrieval	CodeCode Available	0
Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain	May 4, 2022	Information RetrievalLearning-To-Rank	—Unverified	0
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques	May 3, 2022	Collaborative FilteringInformation Retrieval	—Unverified	0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction	May 3, 2022	Causal InferenceInformation Retrieval	CodeCode Available	0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations	May 3, 2022	Information RetrievalOpinion Mining	—Unverified	0
Retrieval-Enhanced Machine Learning	May 2, 2022	BIG-bench Machine LearningInformation 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