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 3951–3975 of 4740 papers

TitleStatusHype
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition—0
ArgumenText: Searching for Arguments in Heterogeneous Sources—0
A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process—0
A Robust Blockchain Readiness Index Model—0
A Robust Shallow Temporal Reasoning System—0
A Rough Set Formalization of Quantitative Evaluation with Ambiguity—0
ARS\_NITK at MEDIQA 2019:Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System—0
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization—0
Integrating Contextual Knowledge to Visual Features for Fine Art Classification—0
Artifact Sharing for Information Retrieval Research—0
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
A Rule Based Lightweight Bengali Stemmer—0
AR Visualization System for Ship Detection and Recognition Based on AI—0
A Search Engine for Scientific Publications: a Cybersecurity Case Study—0
A Semantic Enhanced Model for effective Spatial Information Retrieval—0
A Semantic Matching Energy Function for Learning with Multi-relational Data—0
A Semi-supervised Approach for Natural Language Call Routing—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism—0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing—0
A Shallow High-Order Parametric Approach to Data Visualization and Compression—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval—0
A Social Search Model for Large Scale Social Networks—0
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text—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