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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 3781–3790 of 4740 papers

Title	Date	Tasks	Status	Hype
An Efficient Annotation for Phrasal Verbs using Dependency Information	Oct 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Clustering Urdu News Using Headlines	Sep 27, 2015	ClusteringInformation Retrieval	CodeCode Available	0
LocLinkVis: A Geographic Information Retrieval-Based System for Large-Scale Exploratory Search	Sep 26, 2015	Information RetrievalRetrieval	—Unverified	0
Exploring Query Categorisation for Query Expansion: A Study	Sep 18, 2015	Information RetrievalRetrieval	—Unverified	0
Regular expressions for decoding of neural network outputs	Sep 15, 2015	DecoderGeneral Classification	—Unverified	0
Deep Learning Applied to Image and Text Matching	Sep 14, 2015	Deep LearningImage Retrieval	—Unverified	0
On TimeML-Compliant Temporal Expression Extraction in Turkish	Sep 3, 2015	Information Retrievalnamed-entity-recognition	—Unverified	0
Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis	Sep 1, 2015	Aspect-Based Sentiment Analysis (ABSA)Information Retrieval	—Unverified	0
One Tree is not Enough: Cross-lingual Accumulative Structure Transfer for Semantic Indeterminacy	Sep 1, 2015	Information RetrievalMachine Translation	—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