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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 4171–4180 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0	0
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification	Jun 1, 2016	Dependency ParsingGeneral Classification	—Unverified	0	0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction	Jul 1, 2017	Information RetrievalMachine Translation	—Unverified	0	0
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval	Apr 18, 2023	Information RetrievalRetrieval	—Unverified	0	0
Binary Paragraph Vectors	Nov 3, 2016	Information RetrievalRetrieval	—Unverified	0	0
BiographyNet: Methodological Issues when NLP supports historical research	May 1, 2014	Information Retrieval	—Unverified	0	0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR	Dec 10, 2020	ArticlesInformation Retrieval	—Unverified	0	0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries	May 1, 2012	Cross-Lingual Information RetrievalDocument Translation	—Unverified	0	0
Biomedical Document Retrieval for Clinical Decision Support System	Jul 1, 2018	Information RetrievalLearning-To-Rank	—Unverified	0	0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities	Aug 1, 2013	Event ExtractionGeneral Classification	—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