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 351–400 of 4740 papers

TitleStatusHype
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal RetrievalCode1
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
Learning Cross-Lingual IR from an English RetrieverCode1
Learning music audio representations via weak language supervisionCode1
Streamlining Evaluation with ir-measuresCode1
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Learning To Generate Piano Music With Sustain PedalsCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
SPLADE v2: Sparse Lexical and Expansion Model for Information RetrievalCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event DetectionCode1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
A Statutory Article Retrieval Dataset in FrenchCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Complex Knowledge Base Question Answering: A SurveyCode1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
Sequence-to-Sequence Piano Transcription with TransformersCode1
More Robust Dense Retrieval with Contrastive Dual LearningCode1
Codified audio language modeling learns useful representations for music information retrievalCode1
MetaP: Meta Pattern Learning for One-Shot Knowledge Graph CompletionCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
Pseudo-Relevance Feedback for Multiple Representation Dense RetrievalCode1
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterCode1
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual QualitiesCode1
GitTables: A Large-Scale Corpus of Relational TablesCode1
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical ParametersCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
Conversational Entity Linking: Problem Definition and DatasetsCode1
SmoothI: Smooth Rank Indicators for Differentiable IR MetricsCode1
Potential Idiomatic Expression (PIE)-English: Corpus for Classes of IdiomsCode1
Learning Passage Impacts for Inverted IndexesCode1
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph CompletionCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
Optimizing Dense Retrieval Model Training with Hard NegativesCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding LearningCode1
GPU Semiring Primitives for Sparse Neighborhood MethodsCode1
An Adversarial Imitation Click Model for Information RetrievalCode1
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering ModelsCode1
NaturalProofs: Mathematical Theorem Proving in Natural LanguageCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
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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