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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 2521–2530 of 4740 papers

Title	Date	Tasks	Status	Hype
UMBC\_EBIQUITY-CORE: Semantic Textual Similarity Systems	Jun 1, 2013	Document ClassificationImage Retrieval	—Unverified	0
UMCC\_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance	Jun 1, 2013	Information RetrievalParaphrase Identification	—Unverified	0
UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation	May 1, 2014	Boundary DetectionDomain Adaptation	—Unverified	0
UNAL: Discriminating between Literal and Figurative Phrasal Usage Using Distributional Statistics and POS tags	Jun 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Unary and Binary Classification Approaches and their Implications for Authorship Verification	Dec 31, 2018	Authorship VerificationBinary Classification	—Unverified	0
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data	Jan 15, 2020	Information RetrievalRetrieval	—Unverified	0
Uncertainty Detection in Hungarian Texts	Aug 1, 2014	Information Retrieval	—Unverified	0
Uncertainty in Neural Network Word Embedding: Exploration of Threshold for Similarity	Jun 20, 2016	Information RetrievalRetrieval	—Unverified	0
Uncovering Distributional Differences between Synonyms and Antonyms in a Word Space Model	Oct 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Understanding and Predicting Characteristics of Test Collections in Information Retrieval	Dec 24, 2020	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