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 37013750 of 14297 papers

TitleStatusHype
Knowledge Base Index Compression via Dimensionality and Precision ReductionCode0
ConveRT for FAQ AnsweringCode0
Knowledge Base Completion for Long-Tail EntitiesCode0
Knowledge Corpus Error in Question AnsweringCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution ErrorsCode0
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding SpaceCode0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and FilteringCode0
Know2Vec: A Black-Box Proxy for Neural Network RetrievalCode0
Design of the topology for contrastive visual-textual alignmentCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney DiseaseCode0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
Conversational Gold: Evaluating Personalized Conversational Search System using Gold NuggetsCode0
KIT's Multilingual Speech Translation System for IWSLT 2023Code0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Knowledge Distillation for Singing Voice DetectionCode0
Conversational Factor Information Retrieval Model (ConFIRM)Code0
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User RecommendationsCode0
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline)Code0
Conversational BrowsingCode0
A Topological Nomenclature for 3D Shape Analysis in ConnectomicsCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Conventional Contrastive Learning Often Falls Short: Improving Dense Retrieval with Cross-Encoder Listwise Distillation and Synthetic DataCode0
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question AnsweringCode0
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption RetrievalCode0
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based InferenceCode0
KazQAD: Kazakh Open-Domain Question Answering DatasetCode0
Detecting multiword phrases in mathematical text corporaCode0
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorCode0
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting FrameworkCode0
Detecting Text Formality: A Study of Text Classification ApproachesCode0
Beyond Relevance: Evaluate and Improve Retrievers on Perspective AwarenessCode0
A Tool for Conducting User Studies on Mobile DevicesCode0
KAP: MLLM-assisted OCR Text Enhancement for Hybrid Retrieval in Chinese Non-Narrative DocumentsCode0
KATE: K-Competitive Autoencoder for TextCode0
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge GraphCode0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
Controllable Semantic Parsing via Retrieval AugmentationCode0
Controllable Gradient Item RetrievalCode0
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and SummarizationCode0
Detect-to-Retrieve: Efficient Regional Aggregation for Image SearchCode0
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form GenerationCode0
Judgement Citation Retrieval using Contextual SimilarityCode0
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world ClaimsCode0
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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