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 2051–2100 of 4740 papers

TitleStatusHype
Single-Server Private Linear Transformation: The Joint Privacy Case—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning—0
Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability—0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access—0
Exploring modality-agnostic representations for music classificationCode0
Measuring the relative importance of full text sections for information retrieval from scientific literature.—0
Context-aware query design combines knowledge and data for efficient reading and reasoning—0
Would you like to tell me more? Generating a corpus of psychotherapy dialogues—0
Overview of the Second Workshop on Scholarly Document Processing—0
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval—0
Omnizart: A General Toolbox for Automatic Music TranscriptionCode2
Integrating Contextual Knowledge to Visual Features for Fine Art Classification—0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline SummarizationCode0
Bridging Data Center AI Systems with Edge Computing for Actionable Information RetrievalCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
A data-driven strategy to combine word embeddings in information retrieval—0
Quotient Space-Based Keyword Retrieval in Sponsored Search—0
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions—0
IITP at AILA 2019: System Report for Artificial Intelligence for Legal Assistance Shared Task—0
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical ParametersCode1
FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity SearchCode2
Interactive Query Formulation using Query By Navigation—0
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching—0
BdLAN:BERTdoc Label Attention Networks for Multi-label text classification—0
Chord Recognition- Music and Audio Information Retrieval—0
Meta-Inductive Node Classification across Graphs—0
Fairness in Information Access Systems—0
Priberam at MESINESP Multi-label Classification of Medical Texts TaskCode0
A Statistical Model for Melody Reduction—0
SHREC 2021: Retrieval and classification of protein surfaces equipped with physical and chemical propertiesCode0
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora—0
Conversational Entity Linking: Problem Definition and DatasetsCode1
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey—0
Wiki-Reliability: A Large Scale Dataset for Content Reliability on WikipediaCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Rethinking Search: Making Domain Experts out of Dilettantes—0
SmoothI: Smooth Rank Indicators for Differentiable IR MetricsCode1
Unsupervised Document Expansion for Information Retrieval with Stochastic Text GenerationCode0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding—0
Intelligent Conversational Android ERICA Applied to Attentive Listening and Job Interview—0
Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations—0
Variable-Length Codes Independent or Closed with respect to Edit Relations—0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
A unified Neural Network Approach to E-CommerceRelevance Learning—0
Potential Idiomatic Expression (PIE)-English: Corpus for Classes of IdiomsCode1
Learning Passage Impacts for Inverted IndexesCode1
Interpretation of multi-label classification models using shapley valuesCode0
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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