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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 2421–2430 of 4740 papers

Title	Date	Tasks	Status	Hype
Neural Topic Modeling with Continual Lifelong Learning	Jun 19, 2020	Data AugmentationInformation Retrieval	CodeCode Available	1
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization	Jun 17, 2020	Abstractive Text SummarizationInformation Retrieval	—Unverified	0
Visual Attention for Musical Instrument Recognition	Jun 17, 2020	Information RetrievalInstrument Recognition	—Unverified	0
Generative Semantic Hashing Enhanced via Boltzmann Machines	Jun 16, 2020	Information RetrievalRetrieval	—Unverified	0
Enabling Joint Communication and Radar Sensing in Mobile Networks -- A Survey	Jun 13, 2020	Information Retrievalparameter estimation	—Unverified	0
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search	Jun 13, 2020	Conversational SearchInformation Retrieval	—Unverified	0
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media	Jun 10, 2020	ClusteringEvent Detection	CodeCode Available	1
Few-Shot Generative Conversational Query Rewriting	Jun 9, 2020	Information RetrievalRetrieval	CodeCode Available	1
ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search	Jun 9, 2020	Information RetrievalRetrieval	—Unverified	0
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval	Jun 5, 2020	Information Retrievalreinforcement-learning	—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