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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 3521–3530 of 4740 papers

Title	Date	Tasks	Status	Hype
Succinct Data Structures for NLP-at-Scale	Dec 1, 2016	Information RetrievalLanguage Modelling	—Unverified	0
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts	Dec 1, 2016	Information RetrievalSentiment Analysis	CodeCode Available	0
Direct vs. indirect evaluation of distributional thesauri	Dec 1, 2016	Information RetrievalRetrieval	—Unverified	0
Discovering Potential Terminological Relationships from Twitter's Timed Content	Dec 1, 2016	Dynamic Time WarpingInformation Retrieval	—Unverified	0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings	Dec 1, 2016	Binary ClassificationGeneral Classification	—Unverified	0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks	Dec 1, 2016	Dialect IdentificationInformation Retrieval	—Unverified	0
The Role of Wikipedia in Text Analysis and Retrieval	Dec 1, 2016	Coreference ResolutionInformation Retrieval	—Unverified	0
Factory of realities: on the emergence of virtual spatiotemporal structures	Nov 30, 2016	Information RetrievalRetrieval	—Unverified	0
Rising Novelties on Evolving Networks: Recent Behavior Dominant and Non-Dominant Model	Nov 21, 2016	Information RetrievalRetrieval	—Unverified	0
Neural Information Retrieval: A Literature Review	Nov 18, 2016	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