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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 1451–1460 of 4740 papers

Title	Date	Tasks	Status	Hype
Uzbek text summarization based on TF-IDF	Mar 1, 2023	Information RetrievalRetrieval	—Unverified	0
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face	Feb 28, 2023	Information RetrievalRetrieval	CodeCode Available	1
Pretraining De-Biased Language Model with Large-scale Click Logs for Document Ranking	Feb 27, 2023	Document RankingInformation Retrieval	CodeCode Available	1
Diversity matters: Robustness of bias measurements in Wikidata	Feb 27, 2023	AttributeDiversity	CodeCode Available	0
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval	Feb 26, 2023	Information RetrievalMachine Translation	—Unverified	0
From Audio to Symbolic Encoding	Feb 26, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Human-in-the-Loop Schema Induction	Feb 25, 2023	Information RetrievalRetrieval	—Unverified	0
LaSER: Language-Specific Event Recommendation	Feb 24, 2023	Information RetrievalLearning-To-Rank	CodeCode Available	0
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data	Feb 23, 2023	AttributeAttribute Extraction	—Unverified	0
Recall, Robustness, and Lexicographic Evaluation	Feb 22, 2023	FairnessInformation Retrieval	CodeCode Available	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