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 55515600 of 14297 papers

TitleStatusHype
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder0
Exploring the Nexus Between Retrievability and Query Generation Strategies0
Clothes-Changing Person Re-Identification with Feasibility-Aware Intermediary Matching0
Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey0
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies0
ChatShop: Interactive Information Seeking with Language Agents0
Competitive Retrieval: Going Beyond the Single Query0
Multilingual Evaluation of Semantic Textual Relatedness0
Introducing Super RAGs in Mistral 8x7B-v10
Learning with Noisy Correspondence0
Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision0
Approximate Cluster-Based Sparse Document Retrieval with Segmented Maximum Term Weights0
Reducing hallucination in structured outputs via Retrieval-Augmented Generation0
Accessibility in Information Retrieval0
Lightweight Multi-System Multivariate Interconnection and Divergence DiscoveryCode0
Improving Health Question Answering with Reliable and Time-Aware Evidence RetrievalCode0
Generative Information Retrieval Evaluation0
Connecting NeRFs, Images, and TextCode0
Extending Translate-Train for ColBERT-X to African Language CLIR0
Overview of the TREC 2023 NeuCLIR Track0
Knowledge graphs for empirical concept retrievalCode0
Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology0
Net 835-Gb/s/λ Carrier- and LO-Free 100-km Transmission Using Channel-Aware Phase Retrieval Reception0
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability0
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study0
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models0
LLMs in Biomedicine: A study on clinical Named Entity RecognitionCode0
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native SpeakersCode0
Dimensionality Reduction in Sentence Transformer Vector Databases with Fast Fourier Transform0
A Dataset and Framework for Learning State-invariant Object RepresentationsCode0
Res-U2Net: Untrained Deep Learning for Phase Retrieval and Image ReconstructionCode0
Event-enhanced Retrieval in Real-time SearchCode0
LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models0
Weakly Supervised Deep Hyperspherical Quantization for Image RetrievalCode0
HaVTR: Improving Video-Text Retrieval Through Augmentation Using Large Foundation Models0
Information Retrieval with Entity Linking0
Single-Server Pliable Private Information Retrieval with Identifiable Side Information0
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai LanguageCode0
Soft-Prompting with Graph-of-Thought for Multi-modal Representation LearningCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
KazQAD: Kazakh Open-Domain Question Answering DatasetCode0
Assisting humans in complex comparisons: automated information comparison at scale0
Assessing the quality of information extraction0
A Comparison of Methods for Evaluating Generative IRCode0
Dwell in the Beginning: How Language Models Embed Long Documents for Dense RetrievalCode0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers0
GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation0
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield 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