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 4251–4300 of 4740 papers

TitleStatusHype
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary KnowledgeCode0
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?Code0
MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation FunctionsCode0
A Tutorial on Deep Learning for Music Information RetrievalCode0
Attentive Memory Networks: Efficient Machine Reading for Conversational SearchCode0
Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related LanguagesCode0
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
Disrupt Your Research Using Generative AI Powered ScienceSageCode0
Unraveling the Impact of Visual Complexity on Search as LearningCode0
Proactive Query Expansion for Streaming Data Using External SourceCode0
Web2Text: Deep Structured Boilerplate RemovalCode0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
Probabilistic emotion and sentiment modelling of patient-reported experiencesCode0
Motif-Centric Representation Learning for Symbolic MusicCode0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Probabilistic Latent Semantic AnalysisCode0
Role of Attentive History Selection in Conversational Information SeekingCode0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
MphayaNER: Named Entity Recognition for TshivendaCode0
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric BayesCode0
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profilesCode0
A Toolkit for Efficient Learning of Lexical Units for Speech RecognitionCode0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
Disentanglement by Cyclic ReconstructionCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish LanguageCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in TwitterCode0
InRanker: Distilled Rankers for Zero-shot Information RetrievalCode0
Mining Temporal Evolution of Knowledge Graph and Genealogical Features for Literature-based Discovery PredictionCode0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
MULAN: A Blind and Off-Grid Method for Multichannel Echo RetrievalCode0
Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'Code0
The Anatomy of Mitos Web Search EngineCode0
A Tool for Conducting User Studies on Mobile DevicesCode0
Multiclass Learning from Noisy Labels for Non-decomposable Performance MeasuresCode0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content MeasurementCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
Towards a relation extraction framework for cyber-security conceptsCode0
MultiConIR: Towards multi-condition Information RetrievalCode0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
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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