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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 1931–1940 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning To Generate Piano Music With Sustain Pedals	Nov 1, 2021	DecoderInformation Retrieval	CodeCode Available	1
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents	Oct 31, 2021	Financial AnalysisInformation Retrieval	—Unverified	0
Fast k-NN Graph Construction by GPU based NN-Descent	Oct 30, 2021	CPUGPU	CodeCode Available	1
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems	Oct 28, 2021	Conversational SearchInformation Retrieval	—Unverified	0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis	Oct 28, 2021	Information RetrievalRetrieval	—Unverified	0
Don't read, just look: Main content extraction from web pages using visual features	Oct 27, 2021	Information RetrievalRetrieval	—Unverified	0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals	Oct 27, 2021	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Privacy in Open Search: A Review of Challenges and Solutions	Oct 20, 2021	Information RetrievalPrivacy Preserving	—Unverified	0
Low-Precision Quantization for Efficient Nearest Neighbor Search	Oct 17, 2021	Information RetrievalQuantization	—Unverified	0
Multimodal Entity Tagging with Multimodal Knowledge Base	Oct 16, 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