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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 1131–1140 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Cross-lingual Dependency Parsing Based on Distributed Representations	Jul 1, 2015	Cross-Lingual TransferDependency Parsing	CodeCode Available	0	5
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms	Oct 23, 2024	Answer GenerationInformation Retrieval	CodeCode Available	0	5
Comparative Analysis of Pretrained Audio Representations in Music Recommender Systems	Sep 13, 2024	Genre classificationInformation Retrieval	CodeCode Available	0	5
FARA: Future-aware Ranking Algorithm for Fairness Optimization	May 26, 2023	Exposure FairnessFairness	CodeCode Available	0	5
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction	Aug 5, 2024	Information RetrievalKnowledge Base Question Answering	CodeCode Available	0	5
Cross-lingual Document Retrieval using Regularized Wasserstein Distance	May 11, 2018	Information RetrievalRetrieval	CodeCode Available	0	5
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking	Dec 18, 2019	Information RetrievalRetrieval	CodeCode Available	0	5
COV19IR : COVID-19 Domain Literature Information Retrieval	Nov 8, 2022	Information RetrievalQuestion Answering	CodeCode Available	0	5
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval	Jan 11, 2023	Conversational SearchInformation Retrieval	CodeCode Available	0	5
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data Model	Jan 22, 2019	Information RetrievalRetrieval	CodeCode Available	0	5

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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