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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 2911–2920 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0	0
Sense and Similarity: A Study of Sense-level Similarity Measures	Aug 1, 2014	Information RetrievalQuestion Answering	—Unverified	0	0
Sentence Alignment using Unfolding Recursive Autoencoders	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0	0
Sentence Boundary Detection for Social Media Text	Dec 1, 2015	Boundary DetectionDocument Summarization	—Unverified	0	0
Sentence Level Temporality Detection using an Implicit Time-sensed Resource	May 1, 2018	Information RetrievalSentence	—Unverified	0	0
Sentence Rephrasing for Parsing Sentences with OOV Words	May 1, 2014	Dependency ParsingDomain Adaptation	—Unverified	0	0
SenTest: Evaluating Robustness of Sentence Encoders	Nov 29, 2023	Contrastive LearningForm	—Unverified	0	0
Sentiment Analysis of Dravidian Code Mixed Data	Apr 1, 2021	BIG-bench Machine LearningInformation Retrieval	—Unverified	0	0
Seq2Slate: Re-ranking and Slate Optimization with RNNs	Oct 4, 2018	Information RetrievalRe-Ranking	—Unverified	0	0
Sequence Mining and Pattern Analysis in Drilling Reports with Deep Natural Language Processing	Dec 5, 2017	General ClassificationInformation Retrieval	—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