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 1365113700 of 14297 papers

TitleStatusHype
Standardize: Aligning Language Models with Expert-Defined Standards for Content GenerationCode0
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence RetrievalCode0
SE-PQA: Personalized Community Question AnsweringCode0
SE-PEF: a Resource for Personalized Expert FindingCode0
StaQC: A Systematically Mined Question-Code Dataset from Stack OverflowCode0
Pose-Guided Feature Alignment for Occluded Person Re-IdentificationCode0
Separating Self-Expression and Visual Content in Hashtag SupervisionCode0
Policy-Aware Unbiased Learning to Rank for Top-k RankingsCode0
SentiPers: A Sentiment Analysis Corpus for PersianCode0
Mining Temporal Evolution of Knowledge Graph and Genealogical Features for Literature-based Discovery PredictionCode0
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender SystemsCode0
Towards application-specific query processing systemsCode0
Towards a relation extraction framework for cyber-security conceptsCode0
Towards a Robust Retrieval-Based Summarization SystemCode0
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language ModelsCode0
You were saying? - Spoken Language in the V3C DatasetCode0
A Deep One-Shot Network for Query-based Logo RetrievalCode0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression ExtractionCode0
Semi-supervised Ranking for Object Image Blur AssessmentCode0
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented GenerationCode0
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval DatasetCode0
Towards Automated Customer SupportCode0
View-Invariant, Occlusion-Robust Probabilistic Embedding for Human PoseCode0
Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRUCode0
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented GenerationCode0
Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III ErrorsCode0
Overview of LiLAS 2021 -- Living Labs for Academic SearchCode0
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native SpeakersCode0
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalizationCode0
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection TaskCode0
Retrieval Augmented Generation based Large Language Models for Causality MiningCode0
Quasar: Datasets for Question Answering by Search and ReadingCode0
Weighted Contrastive HashingCode0
Retrieval-Augmented Classification with Decoupled RepresentationCode0
Universal Perceptual GroupingCode0
Stemmer for Serbian languageCode0
Planning and Editing What You Retrieve for Enhanced Tool LearningCode0
Retrieval Augmentation for Deep Neural NetworksCode0
Quantifying the Dissimilarity of TextsCode0
Wiki-Reliability: A Large Scale Dataset for Content Reliability on WikipediaCode0
PlaNet - Photo Geolocation with Convolutional Neural NetworksCode0
OpenEDGAR: Open Source Software for SEC EDGAR AnalysisCode0
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable QuestionsCode0
STIR: Siamese Transformer for Image Retrieval PostprocessingCode0
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented GenerationCode0
Stochastic algorithms with geometric step decay converge linearly on sharp functionsCode0
PK-ICR: Persona-Knowledge Interactive Context Retrieval for Grounded DialogueCode0
Stochastic Generative HashingCode0
Pix3D: Dataset and Methods for Single-Image 3D Shape ModelingCode0
Quantifying Positional Biases in Text Embedding ModelsCode0
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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