SOTAVerified

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

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Showing 2326–2350 of 4740 papers

TitleStatusHype
Introducing the Swedish Kelly-list, a new lexical e-resource for Swedish—0
Introduction to a Proofreading Tool for Chinese Spelling Check Task of SIGHAN-8—0
Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields—0
Introductory review to quantum information retrieval—0
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation—0
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature—0
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval—0
CPN-CORE: A Text Semantic Similarity System Infused with Opinion Knowledge—0
Investigating Mixture of Experts in Dense Retrieval—0
Improving Biomedical Information Retrieval with Neural Retrievers—0
Investigating Retrieval Method Selection with Axiomatic Features—0
Analysis and representation of Igbo text document for a text-based system—0
Investigating the Image of Entities in Social Media: Dataset Design and First Results—0
Investigating the Influence of Legal Case Retrieval Systems on Users' Decision Process—0
In Your Eyes: Identifying Clich\'es in Song Lyrics—0
IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data—0
Creating a Novel Geolocation Corpus from Historical Texts—0
Improving Bilingual Terminology Extraction from Comparable Corpora via Multiple Word-Space Models—0
Iranian Modal Music (Dastgah) detection using deep neural networks—0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving—0
IRISA participation to BioNLP-ST13: lazy-learning and information retrieval for information extraction tasks—0
IRLI: Iterative Re-partitioning for Learning to Index—0
CREDENCE: Counterfactual Explanations for Document Ranking—0
Construction of Semantic Collocation Bank Based on Semantic Dependency Parsing—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified