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 12701–12750 of 14297 papers

TitleStatusHype
Medical Image Analysis using Convolutional Neural Networks: A Review—0
Understanding the Logical and Semantic Structure of Large Documents—0
Acquisition, Representation and Usage of Conceptual Hierarchies—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Hashtag Processing for Enhanced Clustering of Tweets—0
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores—0
Natural Language Descriptions for Human Activities in Video Streams—0
L1-L2 Parallel Dependency Treebank as Learner Corpus—0
Deep Neural Solver for Math Word Problems—0
Latent Space Embedding for Retrieval in Question-Answer Archives—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Question Generation for Question Answering—0
R^3: Reinforced Reader-Ranker for Open-Domain Question AnsweringCode0
Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?—0
Design Patterns for Fusion-Based Object Retrieval—0
Reasoning about Fine-grained Attribute Phrases using Reference Games—0
On Type-Aware Entity Retrieval—0
Subspace Approximation for Approximate Nearest Neighbor Search in NLP—0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
EveTAR: Building a Large-Scale Multi-Task Test Collection over Arabic Tweets—0
Modelling Word Burstiness in Natural Language: A Generalised Polya Process for Document Language Models in Information Retrieval—0
Fundamental Limits of Weak Recovery with Applications to Phase Retrieval—0
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVMCode0
Image2song: Song Retrieval via Bridging Image Content and Lyric Words—0
Large Margin Learning in Set to Set Similarity Comparison for Person Re-identification—0
Statistical Latent Space Approach for Mixed Data Modelling and Applications—0
Word Searching in Scene Image and Video Frame in Multi-Script Scenario using Dynamic Shape Coding—0
Deep Binary Reconstruction for Cross-modal HashingCode0
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention NetworkCode0
mAnI: Movie Amalgamation using Neural Imitation—0
Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data—0
Improved Answer Selection with Pre-Trained Word Embeddings—0
Break it Down for Me: A Study in Automated Lyric Annotation—0
DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image—0
Variational Deep Semantic Hashing for Text DocumentsCode0
Simple and Effective Dimensionality Reduction for Word EmbeddingsCode0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity—0
SESA: Supervised Explicit Semantic Analysis—0
Privacy Preserving Face Retrieval in the Cloud for Mobile Users—0
SUBIC: A supervised, structured binary code for image search—0
Random Binary Trees for Approximate Nearest Neighbour Search in Binary Space—0
Hierarchically-Attentive RNN for Album Summarization and Storytelling—0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
Weakly Supervised Image Annotation and Segmentation with Objects and Attributes—0
Learning a Repression Network for Precise Vehicle SearchCode0
Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval—0
Learning Visual Importance for Graphic Designs and Data VisualizationsCode0
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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