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 1001–1050 of 4740 papers

TitleStatusHype
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A PlatformsCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
Distilled Neural Networks for Efficient Learning to RankCode0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
A bagging SVM to learn from positive and unlabeled examplesCode0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Disentanglement by Cyclic ReconstructionCode0
Teaching Smaller Language Models To Generalise To Unseen Compositional QuestionsCode0
Disrupt Your Research Using Generative AI Powered ScienceSageCode0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language ModelsCode0
Collective Relevance Labeling for Passage RetrievalCode0
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short TextsCode0
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String SimilaritiesCode0
A Sequential Algorithm for Training Text ClassifiersCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
AmazonQA: A Review-Based Question Answering TaskCode0
The CL-SciSumm Shared Task 2018: Results and Key InsightsCode0
Diagnosing BERT with Retrieval HeuristicsCode0
Detection of Puffery on the English WikipediaCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
Dense Passage Retrieval in Conversational SearchCode0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
A Survey of Generative Information RetrievalCode0
Denoising Distantly Supervised Open-Domain Question AnsweringCode0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
Detecting multiword phrases in mathematical text corporaCode0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsCode0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
Deep Learning based Recommender System: A Survey and New PerspectivesCode0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
Deep Learning for Audio Signal ProcessingCode0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
A Study on Broadcast Networks for Music Genre ClassificationCode0
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
De-DSI: Decentralised Differentiable Search IndexCode0
Deep Neural Networks for YouTube RecommendationsCode0
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative AnalysisCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
DCID: Deep Canonical Information DecompositionCode0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
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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