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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 1721–1730 of 4740 papers

Title	Date	Tasks	Status	Hype
Vector Representations of Idioms in Conversational Systems	May 7, 2022	Information RetrievalMachine Translation	—Unverified	0
Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder	May 6, 2022	Dimensionality ReductionInformation Retrieval	CodeCode Available	1
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
Hyperbolic Relevance Matching for Neural Keyphrase Extraction	May 4, 2022	Information RetrievalKeyphrase Extraction	CodeCode Available	1
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion	May 4, 2022	Information RetrievalKnowledge Graph Completion	CodeCode Available	2
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
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations	May 3, 2022	Information RetrievalOpinion Mining	—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

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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