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 3551–3575 of 4740 papers

TitleStatusHype
Generalized residual vector quantization for large scale data—0
Deep Neural Networks for YouTube RecommendationsCode0
A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision—0
Lexical-Morphological Modeling for Legal Text Analysis—0
Modality: logic, semantics, annotation and machine learning—0
Automatic label generation for news comment clusters—0
Aligning Texts and Knowledge Bases with Semantic Sentence Simplification—0
Bibliometrics and Information Retrieval: Creating Knowledge through Research Synergies—0
A Shallow High-Order Parametric Approach to Data Visualization and Compression—0
Content-based image retrieval tutorialCode0
Bridging the Gap: Incorporating a Semantic Similarity Measure for Effectively Mapping PubMed Queries to Documents—0
UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval—0
Information-based Modeling of Diachronic Linguistic Change: from Typicality to Productivity—0
BAD LUC@WMT 2016: a Bilingual Document Alignment Platform Based on Lucene—0
Results of the 4th edition of BioASQ Challenge—0
Evaluating embeddings on dictionary-based similarity—0
Using Term Position Similarity and Language Modeling for Bilingual Document Alignment—0
Dealing with word-internal modification and spelling variation in data-driven lemmatization—0
Evaluating and Combining Name Entity Recognition Systems—0
Constructing a Japanese Basic Named Entity Corpus of Various Genres—0
Ontology-Based Categorization of Bacteria and Habitat Entities using Information Retrieval Techniques—0
Applying Neural Networks to English-Chinese Named Entity Transliteration—0
Searching Four-Millenia-Old Digitized Documents: A Text Retrieval System for Egyptologists—0
Report of NEWS 2016 Machine Transliteration Shared Task—0
Moses-based official baseline for NEWS 2016—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