SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Showing 49515000 of 14297 papers

TitleStatusHype
GLARE: Guided LexRank for Advanced Retrieval in Legal AnalysisCode0
Exploring Instance Relations for Unsupervised Feature EmbeddingCode0
Getting To Know You: User Attribute Extraction from DialoguesCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
Going for GOAL: A Resource for Grounded Football CommentariesCode0
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
Exploring Methods for Generating Feedback Comments for Writing LearningCode0
Exploring modality-agnostic representations for music classificationCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
Dual-Encoders for Extreme Multi-Label ClassificationCode0
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language ModelsCode0
Geolocation Estimation of Photos using a Hierarchical Model and Scene ClassificationCode0
Exploring Retrieval Augmented Generation in ArabicCode0
Exploring Temporal Concurrency for Video-Language Representation LearningCode0
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA SystemCode0
Generative Principal Component AnalysisCode0
AODisaggregation: toward global aerosol vertical profilesCode0
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information RetrievalCode0
Effectively Leveraging Attributes for Visual SimilarityCode0
Luandri: a Clean Lua Interface to the Indri Search EngineCode0
Generative Patch Priors for Practical Compressive Image RecoveryCode0
Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023Code0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
Generative Domain-Migration Hashing for Sketch-to-Image RetrievalCode0
Effective Distributed Representations for Academic Expert SearchCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Machine learning for music genre: multifaceted review and experimentation with audiosetCode0
Machine Reading of Historical EventsCode0
Exploring the Representation Power of SPLADE ModelsCode0
Geometric features for voxel-based surface recognitionCode0
Exploring the Temporal Cues to Enhance Video Retrieval on Standardized CDVACode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
Generating Biomedical Question Answering Corpora from Q&A forumsCode0
Exploring Training and Inference Scaling Laws in Generative RetrievalCode0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal DatasetsCode0
Generating Signed Language Instructions in Large-Scale Dialogue SystemsCode0
Effective and Efficient Indexing in Cross-Modal Hashing-Based DatasetsCode0
Generating Images from Captions with AttentionCode0
Generating Diverse and Meaningful CaptionsCode0
Generating Natural Questions About an ImageCode0
Expository Text Generation: Imitate, Retrieve, ParaphraseCode0
Table2Vec: Neural Word and Entity Embeddings for Table Population and RetrievalCode0
Expressing Visual Relationships via LanguageCode0
CNN Features off-the-shelf: an Astounding Baseline for RecognitionCode0
Generalizing Conversational Dense Retrieval via LLM-Cognition Data AugmentationCode0
ExprGAN: Facial Expression Editing with Controllable Expression IntensityCode0
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard ExamplesCode0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
Generalizing A Person Retrieval Model Hetero- and HomogeneouslyCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified