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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 3501–3510 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
What Papers Should I Cite from my Reading List? User Evaluation of a Manuscript Preparatory Assistive Task	Jun 1, 2016	Information RetrievalRecommendation Systems	—Unverified	0	0
What Set of Documents to Present to an Analyst?	May 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0	0
What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes	Mar 22, 2015	BIG-bench Machine LearningInformation Retrieval	—Unverified	0	0
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories	Oct 1, 2017	Information RetrievalSentiment Analysis	—Unverified	0	0
When expertise gone missing: Uncovering the loss of prolific contributors in Wikipedia	Sep 21, 2021	Information RetrievalRetrieval	—Unverified	0	0
When Pigs Get Sick: Multi-Agent AI for Swine Disease Detection	Mar 19, 2025	Decision MakingDiagnostic	—Unverified	0	0
When Text Embedding Meets Large Language Model: A Comprehensive Survey	Dec 12, 2024	Information RetrievalLanguage Modeling	—Unverified	0	0
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes	Jun 1, 2018	Information RetrievalRetrieval	—Unverified	0	0
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations	Apr 19, 2022	Information RetrievalMisinformation	—Unverified	0	0
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders	Jun 27, 2024	Information RetrievalRAG	—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