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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 4081–4090 of 4740 papers

Title	Date	Tasks	Status	Hype
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity	Aug 1, 2014	Information RetrievalLearning Word Embeddings	—Unverified	0
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual Entailment	Aug 1, 2014	Information RetrievalMachine Translation	CodeCode Available	0
TCDSCSS: Dimensionality Reduction to Evaluate Texts of Varying Lengths - an IR Approach	Aug 1, 2014	Dimensionality ReductionInformation Retrieval	—Unverified	0
BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity	Aug 1, 2014	Information RetrievalMachine Reading Comprehension	—Unverified	0
ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics	Aug 1, 2014	Clinical Concept ExtractionInformation Retrieval	—Unverified	0
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity	Aug 1, 2014	Information RetrievalLanguage Modelling	—Unverified	0
DLS@CU: Sentence Similarity from Word Alignment	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0
SemEval-2014 Task 3: Cross-Level Semantic Similarity	Aug 1, 2014	Information RetrievalSemantic Similarity	—Unverified	0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge	Aug 1, 2014	Coreference ResolutionInformation Retrieval	—Unverified	0
FBK-TR: Applying SVM with Multiple Linguistic Features for Cross-Level Semantic Similarity	Aug 1, 2014	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