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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 3901–3910 of 4740 papers

Title	Date	Tasks	Status	Hype
AMRITA\_CEN@SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
MITRE: Seven Systems for Semantic Similarity in Tweets	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Twitter Paraphrase Identification with Simple Overlap Features and SVMs	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity	Jun 1, 2015	Information RetrievalSemantic Textual Similarity	—Unverified	0
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Non-Orthogonal Explicit Semantic Analysis	Jun 1, 2015	Dimensionality ReductionInformation Retrieval	—Unverified	0
An Open-source Framework for Multi-level Semantic Similarity Measurement	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Brahmi-Net: A transliteration and script conversion system for languages of the Indian subcontinent	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)	Jun 1, 2015	Information RetrievalParaphrase Identification	—Unverified	0
Narrowing the Loop: Integration of Resources and Linguistic Dataset Development with Interactive Machine Learning	Jun 1, 2015	Active LearningBIG-bench Machine Learning	—Unverified	0

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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