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 995110000 of 14297 papers

TitleStatusHype
A New Citation Recommendation Strategy Based on Term Functions in Related Studies Section0
Dual Encoding for Video Retrieval by TextCode1
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response SelectionCode1
Patient Cohort Retrieval using Transformer Language Models0
Aspect Classification for Legal Depositions0
Brown University at TREC Deep Learning 20190
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences0
Report on the 2019 Workshop on Smart Farming and Data Analytics (SFDAI)0
Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks0
Proximity full-text searches of frequently occurring words with a response time guarantee0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations0
Analysis and representation of Igbo text document for a text-based system0
Video Moment Retrieval via Natural Language Queries0
Towards Musically Meaningful Explanations Using Source SeparationCode1
Tasks Integrated Networks: Joint Detection and Retrieval for Image Search0
SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval0
CoNCRA: A Convolutional Neural Network Code Retrieval ApproachCode0
Multi-Perspective Semantic Information Retrieval0
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and ReportsCode1
Comparing Fair Ranking Metrics0
Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders0
Revisiting the Open-Domain Question Answering Pipeline0
Privacy Leakage of SIFT Features via Deep Generative Model based Image ReconstructionCode0
Controlling Chat Bot Multi-Document Navigation with the Extended Discourse Trees0
Analysis of Similes in Serbian Literary Texts (1860-1920) using computational methods0
A Study on Contextualized Language Modeling for FAQ Retrieval0
A Preliminary Study on Using Meta-learning Technique for Information Retrieval0
View-invariant action recognition0
Uncovering Hidden Challenges in Query-Based Video Moment RetrievalCode1
Optimize What You Evaluate With: A Simple Yet Effective Framework For Direct Optimization Of IR Metrics0
Self-supervised Video Representation Learning by Uncovering Spatio-temporal StatisticsCode1
Boosting spatial resolution by incorporating periodic boundary conditions into single-distance hard-x-ray phase retrieval0
SketchEmbedNet: Learning Novel Concepts by Imitating DrawingsCode0
Repurposing TREC-COVID Annotations to Answer the Key Questions of CORD-190
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language IntentCode1
Learning Condition Invariant Features for Retrieval-Based Localization from 1M ImagesCode1
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
Keypoint-Aligned Embeddings for Image Retrieval and Re-identification0
Learning to Learn in a Semi-Supervised Fashion0
Query Understanding via Intent Description GenerationCode0
HoloGen: An open source toolbox for high-speed hologram generation0
1st Place Solution to Google Landmark Retrieval 2020Code1
VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment RetrievalCode1
3rd Place Solution to "Google Landmark Retrieval 2020"Code1
Compressive Phase Retrieval: Optimal Sample Complexity with Deep Generative Priors0
Discriminative Residual Analysis for Image Set Classification with Posture and Age VariationsCode0
Memory-Based Deep Neural Attention (mDNA) for Cognitive Multi-Turn Response Retrieval in Task-Oriented Chatbots0
Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology0
AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering0
Document Visual Question Answering Challenge 20200
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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