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 1310113150 of 14297 papers

TitleStatusHype
Query-adaptive Image Retrieval by Deep Weighted Hashing0
Revisiting Winner Take All (WTA) Hashing for Sparse Datasets0
Binary Subspace Coding for Query-by-Image Video Retrieval0
Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-based ChatbotsCode0
Deep Metric Learning via Facility LocationCode0
A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction0
Community Detection on Evolving Graphs0
Improved Deep Metric Learning with Multi-class N-pair Loss Objective0
Agnostic Estimation for Misspecified Phase Retrieval Models0
Succinct Data Structures for NLP-at-Scale0
The Role of Wikipedia in Text Analysis and Retrieval0
NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval0
Neural Attention for Learning to Rank Questions in Community Question Answering0
Opinion Retrieval Systems using Tweet-external Factors0
Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen0
Structured Aspect Extraction0
Video Event Detection by Exploiting Word Dependencies from Image Captions0
Retrieving Occurrences of Grammatical Constructions0
Text Retrieval by Term Co-occurrences in a Query-based Vector Space0
What's in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams0
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries0
Hybrid Question Answering over Knowledge Base and Free Text0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion0
Direct vs. indirect evaluation of distributional thesauri0
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams0
FastHybrid: A Hybrid Model for Efficient Answer Selection0
Ambient Search: A Document Retrieval System for Speech Streams0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval0
Answer Presentation in Question Answering over Linked Data using Typed Dependency Subtree Patterns0
Align Me: A framework to generate Parallel Corpus Using OCRs and Bilingual Dictionaries0
CSIRO Data61 at the WNUT Geo Shared Task0
Semantic Indexing of Multilingual Corpora and its Application on the History Domain0
Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters0
Object-Centric Representation Learning from Unlabeled Videos0
Video Captioning with Multi-Faceted Attention0
Vocabulary and the Brain: Evidence from Neuroimaging Studies0
Factory of realities: on the emergence of virtual spatiotemporal structures0
Fast Supervised Discrete Hashing and its AnalysisCode0
Generating Holistic 3D Scene Abstractions for Text-based Image Retrieval0
Large-Scale Shape Retrieval with Sparse 3D Convolutional Neural Networks0
Voronoi-based compact image descriptors: Efficient Region-of-Interest retrieval with VLAD and deep-learning-based descriptors0
Visual DialogCode1
Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning0
Interferences in match kernels0
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Top-k String Auto-Completion with Synonyms0
Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading0
Rising Novelties on Evolving Networks: Recent Behavior Dominant and Non-Dominant Model0
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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