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 3301–3350 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
Method of Tibetan Person Knowledge Extraction—0
Methodology for identifying study sites in scientific corpus—0
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation-, and Assistance-Systems—0
Methods Combination and ML-based Re-ranking of Multiple Hypothesis for Question-Answering Systems—0
Methods for Computing Legal Document Similarity: A Comparative Study—0
Metric-agnostic Ranking Optimization—0
Metric Learning as a Service with Covariance Embedding—0
Metric Learning vs Classification for Disentangled Music Representation Learning—0
MIaS: Math-Aware Retrieval in Digital Mathematical Libraries—0
Microblog Entity Linking by Leveraging Extra Posts—0
Micro blogs Oriented Word Segmentation System—0
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering—0
MicroNN: An On-device Disk-resident Updatable Vector Database—0
Migratable AI: Personalizing Dialog Conversations with migration context—0
Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022—0
MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries—0
MindLab Neural Network Approach at BioASQ 6B—0
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement—0
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity—0
Mining Equivalent Relations from Linked Data—0
Mining Evidences for Concept Stock Recommendation—0
Mining for Domain-specific Parallel Text from Wikipedia—0
Mining Lexical Variants from Microblogs: An Unsupervised Multilingual Approach—0
Mining linguistic tone patterns with symbolic representation—0
Mining Partial Annotation Rules for Named Entity Recognition (Fouille de r\`egles d'annotation partielles pour la reconnaissance des entit\'es nomm\'ees) [in French]—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