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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 2511–2520 of 4740 papers

Title	Date	Tasks	Status	Hype
Detection and Annotation of Events in Kannada	May 1, 2020	Information RetrievalRetrieval	—Unverified	0
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data	May 1, 2020	Information RetrievalNatural Language Queries	—Unverified	0
The Ontology of Bulgarian Dialects -- Architecture and Information Retrieval	May 1, 2020	DiagnosticInformation Retrieval	—Unverified	0
Predicting Item Survival for Multiple Choice Questions in a High-Stakes Medical Exam	May 1, 2020	Information RetrievalMultiple-choice	—Unverified	0
A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation	May 1, 2020	Conversational RecommendationInformation Retrieval	—Unverified	0
The Effect of Linguistic Parameters in CLIR Performance	May 1, 2020	Information RetrievalRetrieval	—Unverified	0
An Investigative Study of Multi-Modal Cross-Lingual Retrieval	May 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages	May 1, 2020	Information RetrievalMachine Translation	—Unverified	0
From Linguistic Resources to Ontology-Aware Terminologies: Minding the Representation Gap	May 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Alignment Annotation for Clinic Visit Dialogue to Clinical Note Sentence Language Generation	May 1, 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