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 1101–1150 of 4740 papers

TitleStatusHype
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal RetrievalCode0
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open DatasetsCode0
Compositional Questions Do Not Necessitate Multi-hop ReasoningCode0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
Deep Neural Networks for YouTube RecommendationsCode0
Evaluating Contrastive Feedback for Effective User SimulationsCode0
Deep Learning based Recommender System: A Survey and New PerspectivesCode0
Continual Learning of Long Topic Sequences in Neural Information RetrievalCode0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
Deep Learning for Audio Signal ProcessingCode0
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Contrastive Representation Learning for Conversational Question Answering over Knowledge GraphsCode0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
De-DSI: Decentralised Differentiable Search IndexCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative AnalysisCode0
Conversational BrowsingCode0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
DCID: Deep Canonical Information DecompositionCode0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Fair Ranking with Noisy Protected AttributesCode0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A PlatformsCode0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-CommerceCode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Cross-Lingual Document Retrieval with Smooth LearningCode0
Comparative Analysis of Pretrained Audio Representations in Music Recommender SystemsCode0
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
Cross-lingual Information Retrieval with BERTCode0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
Creating a silver standard for patent simplificationCode0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
Coreference Resolution in Research Papers from Multiple DomainsCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
Creating Healthy Friction: Determining Stakeholder Requirements of Job Recommendation ExplanationsCode0
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-CheckingCode0
Ask the Right Questions: Active Question Reformulation with Reinforcement LearningCode0
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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