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 1265112700 of 14297 papers

TitleStatusHype
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
Diving Deep into the Motion Representation of Video-Text ModelsCode0
Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of PolyglotismCode0
LLM4VV: Developing LLM-Driven Testsuite for Compiler ValidationCode0
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and ExtractionCode0
Divide and Conquer the Embedding Space for Metric LearningCode0
Multilingual Fact LinkingCode0
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge RetrievalCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrievalCode0
An Information Retrieval Approach to Short Text ConversationCode0
AIRCADE: an Anechoic and IR Convolution-based Auralization Data-compilation EnsembleCode0
Diversity in Fashion Recommendation using Semantic ParsingCode0
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language ModelsCode0
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
Diversity Aware Relevance Learning for Argument SearchCode0
nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based modelsCode0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
A Unified Neural Architecture for Instrumental Audio TasksCode0
Know2Vec: A Black-Box Proxy for Neural Network RetrievalCode0
Diverse Retrieval-Augmented In-Context Learning for Dialogue State TrackingCode0
Geolocation Estimation of Photos using a Hierarchical Model and Scene ClassificationCode0
Distribution-Consistency-Guided Multi-modal HashingCode0
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and FilteringCode0
CoNCRA: A Convolutional Neural Network Code Retrieval ApproachCode0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
Geometric features for voxel-based surface recognitionCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous QueriesCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt LearningCode0
Minimum Description Length Hopfield NetworksCode0
Augmenting Scientific Creativity with Retrieval across Knowledge DomainsCode0
Night-to-Day Image Translation for Retrieval-based LocalizationCode0
Knowledge Base Completion for Long-Tail EntitiesCode0
Enhancing Dense Retrievers' Robustness with Group-level ReweightingCode0
Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated ImagesCode0
Distinctive Interest Point Selection for Efficient Near-duplicate Image RetrievalCode0
Computational Job Market Analysis with Natural Language ProcessingCode0
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMsCode0
LLMQuoter: Enhancing RAG Capabilities Through Efficient Quote Extraction From Large ContextsCode0
Mining on Manifolds: Metric Learning without LabelsCode0
Knowledge Base Index Compression via Dimensionality and Precision ReductionCode0
Compressing Sign Information in DCT-based Image Coding via Deep Sign RetrievalCode0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
Getting To Know You: User Attribute Extraction from DialoguesCode0
Knowledge Corpus Error in Question AnsweringCode0
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain ConversationCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
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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