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 3151–3175 of 4740 papers

TitleStatusHype
Authorship verification in the absence of explicit features and thresholdsCode0
Network-Clustered Multi-Modal Bug Localization—0
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification—0
Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors—0
CREPE: A Convolutional Representation for Pitch EstimationCode1
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label ClassificationCode0
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategiesCode0
Convolutional Hashing for Automated Scene Matching—0
Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval—0
Analyzing Similarity in Mathematical Content To Enhance the Detection of Academic Plagiarism—0
Understanding news story chains using information retrieval and network clustering techniques—0
SentiPers: A Sentiment Analysis Corpus for PersianCode0
Analyzing Language Learned by an Active Question Answering Agent—0
Ontology-based Adaptive e-Textbook Platform for Student and Machine Co-Learning—0
A Resource-Light Method for Cross-Lingual Semantic Textual SimilarityCode0
Applying Vector Space Model (VSM) Techniques in Information Retrieval for Arabic Language—0
Enhancing Translation Language Models with Word Embedding for Information Retrieval—0
Informed Group-Sparse Representation for Singing Voice Separation—0
Movie recommender system with metaheuristic artificial bee—0
Slugbot: An Application of a Novel and Scalable Open Domain Socialbot Framework—0
Advice from the Oracle: Really Intelligent Information Retrieval—0
Leveraging Data Resources for Cross-Linguistic Information Retrieval Using Statistical Machine Translation—0
Building a Finnish SOM-based ontology concept tagger and harvester—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