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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 4141–4150 of 4740 papers

Title	Date	Tasks	Status	Hype
How much do word embeddings encode about syntax?	Jun 1, 2014	ChunkingConstituency Parsing	—Unverified	0
Semantics for Large-Scale Multimedia: New Challenges for NLP	Jun 1, 2014	Active LearningInformation Retrieval	—Unverified	0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments	Jun 1, 2014	Information RetrievalKeyphrase Extraction	—Unverified	0
Learning Grounded Meaning Representations with Autoencoders	Jun 1, 2014	Document ClassificationInformation Retrieval	—Unverified	0
Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding	Jun 1, 2014	Dependency ParsingInformation Retrieval	—Unverified	0
A Survey of Arabic Named Entity Recognition and Classification	Jun 1, 2014	ClassificationGeneral Classification	—Unverified	0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions	Jun 1, 2014	ClusteringInformation Retrieval	—Unverified	0
Measuring Distance Between Unordered Sets of Different Sizes	Jun 1, 2014	Information RetrievalRetrieval	—Unverified	0
Collective Matrix Factorization Hashing for Multimodal Data	Jun 1, 2014	Information RetrievalRetrieval	—Unverified	0
Building of Networks of Natural Hierarchies of Terms Based on Analysis of Texts Corpora	May 23, 2014	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