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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 1651–1660 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Ethical Concerns of Generative AI and Mitigation Strategies: A Systematic Mapping Study	Jan 8, 2025	Information Retrieval	—Unverified	0	0
Bilingual Event Extraction: a Case Study on Trigger Type Determination	Jun 1, 2014	Event ExtractionInformation Retrieval	—Unverified	0	0
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies	Oct 24, 2020	Computational EfficiencyDocument-level Event Extraction	—Unverified	0	0
EVALIEX --- A Proposal for an Extended Evaluation Methodology for Information Extraction Systems	May 1, 2012	Information Retrieval	—Unverified	0	0
Efficient Document Ranking with Learnable Late Interactions	Jun 25, 2024	Document RankingInformation Retrieval	—Unverified	0	0
Evaluating and Combining Name Entity Recognition Systems	Aug 1, 2016	Information RetrievalMachine Translation	—Unverified	0	0
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences	Dec 1, 2016	Information RetrievalMachine Translation	—Unverified	0	0
Evaluating Compound Splitters Extrinsically with Textual Entailment	Jul 1, 2017	Information RetrievalMachine Translation	—Unverified	0	0
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition	Sep 1, 2015	Domain AdaptationHandwritten Text Recognition	—Unverified	0	0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning	May 25, 2023	Contrastive LearningInformation 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