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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 3161–3170 of 4740 papers

Title	Date	Tasks	Status	Hype
Deep Neural Network for Learning to Rank Query-Text Pairs	Feb 25, 2018	Document RankingInformation Retrieval	—Unverified	0
Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification	Feb 23, 2018	Decision MakingInformation Retrieval	—Unverified	0
Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors	Feb 18, 2018	GPUInformation Retrieval	—Unverified	0
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies	Feb 12, 2018	AllDeep Learning	CodeCode Available	0
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label Classification	Feb 12, 2018	BIG-bench Machine LearningExtreme Multi-Label Classification	CodeCode Available	0
Convolutional Hashing for Automated Scene Matching	Feb 9, 2018	Information RetrievalRetrieval	—Unverified	0
Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval	Feb 3, 2018	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
Analyzing Similarity in Mathematical Content To Enhance the Detection of Academic Plagiarism	Jan 25, 2018	Information RetrievalRetrieval	—Unverified	0
Understanding news story chains using information retrieval and network clustering techniques	Jan 24, 2018	ArticlesClustering	—Unverified	0
Analyzing Language Learned by an Active Question Answering Agent	Jan 23, 2018	Information RetrievalQuestion Answering	—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