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 3001–3025 of 4740 papers

TitleStatusHype
A Generalized Vector Space Model for Ontology-Based Information Retrieval—0
Exploring Combinations of Ontological Features and Keywords for Text Retrieval—0
Fuzzy quantification for linguistic data analysis and data mining—0
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String SimilaritiesCode0
WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features—0
Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search—0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing—0
Natural Language Processing for Information ExtractionCode0
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering—0
Pragmatic approach to structured data querying via natural language interface—0
Twitter Universal Dependency Parsing for African-American and Mainstream American English—0
Spoken Dialogue for Information Navigation—0
Jack the Reader -- A Machine Reading FrameworkCode0
A Deep Learning Based Approach to Transliteration—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data—0
Automatic Question Generation using Relative Pronouns and Adverbs—0
Product-based Neural Networks for User Response Prediction over Multi-field Categorical DataCode0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement—0
MeSH-based dataset for measuring the relevance of text retrieval—0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR—0
Accommodation of Conversational Code-Choice—0
Biomedical Document Retrieval for Clinical Decision Support System—0
Natural Language Inference with Definition Embedding Considering Context On the Fly—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