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 3301–3325 of 4740 papers

TitleStatusHype
Measuring Semantic Relatedness using Multilingual Representations—0
Measuring Sentences Similarity: A Survey—0
Measuring Term Informativeness in Context—0
Measuring the relative importance of full text sections for information retrieval from scientific literature.—0
Measuring Topic Coherence through Optimal Word Buckets—0
Measuring Word Relatedness Using Heterogeneous Vector Space Models—0
MedEIR: A Specialized Medical Embedding Model for Enhanced Information Retrieval—0
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed—0
Media monitoring and information extraction for the highly inflected agglutinative language Hungarian—0
Medical Information Retrieval and Interpretation: A Question-Answer based Interaction Model—0
Medical Literature Mining and Retrieval in a Conversational Setting—0
MedNLPDoc: Japanese Shared Task for Clinical NLP—0
MedPromptExtract (Medical Data Extraction Tool): Anonymization and Hi-fidelity Automated data extraction using NLP and prompt engineering—0
Melodic Phrase Segmentation By Deep Neural Networks—0
Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization—0
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering—0
Merging the Trees - Building a Morphological Treebank for German from Two Resources—0
Merging Word Senses—0
MeSH-based dataset for measuring the relevance of text retrieval—0
MessIRve: A Large-Scale Spanish Information Retrieval Dataset—0
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach—0
Meta-Inductive Node Classification across Graphs—0
Meta Knowledge for Retrieval Augmented Large Language Models—0
Meta-learning for Positive-unlabeled Classification—0
Method for Determining the Similarity of Text Documents for the Kazakh language, Taking Into Account Synonyms: Extension to TF-IDF—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