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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 671–680 of 4740 papers

Title	Date	Tasks	Status	Hype
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes	Apr 24, 2023	Information RetrievalRetrieval	—Unverified	0
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models	Mar 3, 2025	BenchmarkingInformation Retrieval	—Unverified	0
An Overview of zbMATH Open Digital Library	Oct 9, 2024	Information RetrievalRetrieval	—Unverified	0
A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph	Jan 8, 2021	ClusteringInformation Retrieval	—Unverified	0
A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision	Sep 6, 2016	Clinical KnowledgeInformation Retrieval	—Unverified	0
Beyond Words: Deep Learning for Multiword Expressions and Collocations	Jul 1, 2017	Deep LearningInformation Retrieval	—Unverified	0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts	Jun 1, 2018	Information RetrievalRelation Extraction	—Unverified	0
A Novel Schema-Oriented Approach for Chinese New Word Identification	Nov 1, 2013	Information RetrievalMachine Translation	—Unverified	0
A Novel Multimodal Music Genre Classifier using Hierarchical Attention and Convolutional Neural Network	Nov 24, 2020	Genre classificationInformation Retrieval	—Unverified	0
A Hybrid Approach using Ontology Similarity and Fuzzy Logic for Semantic Question Answering	Oct 29, 2017	ClusteringInformation Retrieval	—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