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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 4491–4500 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management	Oct 1, 2018	Deep Reinforcement LearningDialogue Management	—Unverified	0	0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets	Oct 17, 2020	Information RetrievalLanguage Identification	—Unverified	0	0
Customizable SCF Acquisition in Italian	May 1, 2012	Dependency ParsingInformation Retrieval	—Unverified	0	0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models	Sep 30, 2024	Decision Makinggraph construction	—Unverified	0	0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation	Dec 28, 2022	Graph EmbeddingInformation Retrieval	—Unverified	0	0
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation	Jun 1, 2019	General ClassificationInformation Retrieval	—Unverified	0	0
DalGTM at SemEval-2016 Task 1: Importance-Aware Compositional Approach to Short Text Similarity	Jun 1, 2016	Information RetrievalSemantic Textual Similarity	—Unverified	0	0
DAnIEL, parsimonious yet high-coverage multilingual epidemic surveillance (DAnIEL : Veille \'epid\'emiologique multilingue parcimonieuse) [in French]	Jun 1, 2013	Information Retrieval	—Unverified	0	0
DART: A Large Dataset of Dialectal Arabic Tweets	May 1, 2018	Information RetrievalSpeech Recognition	—Unverified	0	0
Data Augmentation for Biomedical Factoid Question Answering	Jan 16, 2022	Data AugmentationInformation 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