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 3851–3875 of 4740 papers

TitleStatusHype
EDRAK: Entity-Centric Data Resource for Arabic Knowledge—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Data representation methods and use of mined corpora for Indian language transliteration—0
MSTParser Model Interpolation for Multi-Source Delexicalized Transfer—0
A Refined End-to-End Discourse Parser—0
Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs—0
Temporal Information Extraction from Korean Texts—0
Learning Hybrid Representations to Retrieve Semantically Equivalent Questions—0
Automatic Keyword Extraction on Twitter—0
The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models—0
Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment—0
SOLAR: Scalable Online Learning Algorithms for Ranking—0
Content Models for Survey Generation: A Factoid-Based Evaluation—0
A Computationally Efficient Algorithm for Learning Topical Collocation Models—0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment—0
Building a Scientific Concept Hierarchy Database (SCHBase)—0
Trans-dimensional Random Fields for Language Modeling—0
Knowledge Portability with Semantic Expansion of Ontology Labels—0
Leveraging Linguistic Structure For Open Domain Information Extraction—0
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations—0
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles—0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Semantic Role Labeling Improves Incremental Parsing—0
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets—0
Entity Hierarchy Embedding—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