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 11851–11900 of 14297 papers

TitleStatusHype
An Analysis of the Semantic Annotation Task on the Linked Data Cloud—0
Embedding Electronic Health Records for Clinical Information Retrieval—0
Holistic Multi-modal Memory Network for Movie Question Answering—0
ReDecode Framework for Iterative Improvement in Paraphrase Generation—0
CAPTAIN: Comprehensive Composition Assistance for Photo Taking—0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Bayesian Deep Learning for Exoplanet Atmospheric Retrieval—0
Instance Retrieval at Fine-grained Level Using Multi-Attribute Recognition—0
Component-based Attention for Large-scale Trademark RetrievalCode0
Y^2Seq2Seq: Cross-Modal Representation Learning for 3D Shape and Text by Joint Reconstruction and Prediction of View and Word Sequences—0
Semantic bottleneck for computer vision tasks—0
Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification—0
Fine-grained Apparel Classification and Retrieval without rich annotationsCode0
Low-Rank Phase Retrieval via Variational Bayesian Learning—0
SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection—0
Representation Learning by Reconstructing Neighborhoods—0
A Deep One-Shot Network for Query-based Logo RetrievalCode0
Texture Synthesis Guided Deep Hashing for Texture Image Retrieval—0
Handwriting Recognition in Low-resource Scripts using Adversarial Learning—0
Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsCode0
3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds—0
Semantically-Aligned Equation Generation for Solving and Reasoning Math Word ProblemsCode0
QED: A fact verification system for the FEVER shared task—0
Ontology-Based Retrieval \& Neural Approaches for BioASQ Ideal Answer Generation—0
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)—0
Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.Code0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs—0
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification—0
Team UMBC-FEVER : Claim verification using Semantic Lexical Resources—0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
MindLab Neural Network Approach at BioASQ 6B—0
Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning—0
Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification—0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer—0
A mostly unlexicalized model for recognizing textual entailment—0
Dave the debater: a retrieval-based and generative argumentative dialogue agent—0
OpenKE: An Open Toolkit for Knowledge EmbeddingCode0
Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning—0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Attention-Aware Generalized Mean Pooling for Image Retrieval—0
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds—0
MULAN: A Blind and Off-Grid Method for Multichannel Echo RetrievalCode0
Query Adaptive Late Fusion for Image Retrieval—0
Spectral Method for Multiplexed Phase Retrieval and Application in Optical Imaging in Complex MediaCode0
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information RetrievalCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
Learning Comment Generation by Leveraging User-Generated Data—0
Imagination Based Sample Construction for Zero-Shot Learning—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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