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 2976–3000 of 4740 papers

TitleStatusHype
Simple Neologism Based Domain Independent Models to Predict Year of Authorship—0
Joint Learning from Labeled and Unlabeled Data for Information Retrieval—0
Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training—0
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction—0
Unsupervised Morphology Learning with Statistical ParadigmsCode0
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation—0
Identifying Emergent Research Trends by Key Authors and PhrasesCode0
Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora—0
Cooperative Denoising for Distantly Supervised Relation Extraction—0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources—0
Knowledge Representation with Conceptual Spaces—0
Filtering Aggression from the Multilingual Social Media Feed—0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval—0
Transportation Modes Classification Using Feature Engineering—0
Visual Display and Retrieval of Music Information—0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—0
On the Equilibrium of Query Reformulation and Document Retrieval—0
Exploring Combinations of Ontological Features and Keywords for Text Retrieval—0
A Generalized Vector Space Model for Ontology-Based Information 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
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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