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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 2141–2150 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Balanced Korean Word Spacing with Structural SVM	Oct 1, 2014	Information RetrievalMorphological Analysis	—Unverified	0	0
A Neural Turing~Machine for Conditional Transition Graph Modeling	Jul 15, 2019	BIG-bench Machine LearningInformation Retrieval	—Unverified	0	0
After Dialog Went Pervasive: Separating Dialog Behavior Modeling and Task Modeling	Jun 1, 2012	Information RetrievalSlot Filling	—Unverified	0	0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval	May 1, 2015	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0	0
Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study	Aug 1, 2013	Chinese Word SegmentationDependency Parsing	—Unverified	0	0
Bag-of-Words Baselines for Semantic Code Search	Aug 1, 2021	Code SearchInformation Retrieval	—Unverified	0	0
A Neural Network for Factoid Question Answering over Paragraphs	Oct 1, 2014	Information RetrievalLanguage Modelling	—Unverified	0	0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks	Dec 1, 2016	Dialect IdentificationInformation Retrieval	—Unverified	0	0
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words	Apr 1, 2017	General ClassificationInformation Retrieval	—Unverified	0	0
BAD LUC@WMT 2016: a Bilingual Document Alignment Platform Based on Lucene	Aug 1, 2016	Information RetrievalMachine Translation	—Unverified	0	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