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

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Showing 10451–10500 of 14297 papers

TitleStatusHype
Text Segmentation by Cross Segment AttentionCode1
On the Merging of Domain-Specific Heterogeneous Ontologies using Wordnet and Web Pattern-based Queries—0
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringCode1
Survey on Reliable Deep Learning-Based Person Re-Identification Models: Are We There Yet?—0
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
Image understanding and the web—0
Vertex Nomination in Richly Attributed Networks—0
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation—0
Topic Propagation in Conversational Search—0
Provably-secure symmetric private information retrieval with quantum cryptography—0
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning—0
Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports—0
Complementing Lexical Retrieval with Semantic Residual Embedding—0
Expansion via Prediction of Importance with ContextualizationCode0
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning—0
Modularized Transfomer-based Ranking Framework—0
On Distributed Non-convex Optimization: Projected Subgradient Method For Weakly Convex Problems in Networks—0
Entity Type Prediction in Knowledge Graphs using Embeddings—0
Learning Polynomials of Few Relevant Dimensions—0
Conversational Word Embedding for Retrieval-Based Dialog SystemCode1
On the Reliability of Test Collections for Evaluating Systems of Different Types—0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training—0
Evaluating Stochastic Rankings with Expected Exposure—0
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-CheckingCode0
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTCode2
Automatic Textual Evidence Mining in COVID-19 Literature—0
Intelligent Translation Memory Matching and Retrieval with Sentence Encoders—0
Choppy: Cut Transformer For Ranked List Truncation—0
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document MatchingCode0
Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System—0
Methods for Computing Legal Document Similarity: A Comparative Study—0
PF-cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild—0
SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic LiftingCode1
A Linguistically Driven Framework for Query Expansion via Grammatical Constituent Highlighting and Role-Based Concept Weighting—0
Cross-lingual Information Retrieval with BERTCode0
Neural Head Reenactment with Latent Pose DescriptorsCode1
Question Answering over Curated and Open Web Sources—0
Reinforcing Short-Length Hashing—0
Learning Term Discrimination—0
Deep Learning Classification With Noisy Labels—0
Doubly-stochastic mining for heterogeneous retrieval—0
Distilling Knowledge for Fast Retrieval-based Chat-bots—0
Coupled intrinsic and extrinsic human language resource-based query expansion—0
Natural language technology and query expansion: issues, state-of-the-art and perspectives—0
Upgrading the Newsroom: An Automated Image Selection System for News Articles—0
TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce—0
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning—0
CORD-19: The COVID-19 Open Research DatasetCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified