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 4851–4900 of 14297 papers

TitleStatusHype
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
A Flexible Online Framework for Projection-Based STFT Phase Retrieval—0
HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D ScansCode1
Cited Text Spans for Citation Text GenerationCode0
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair—0
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition—0
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule DiscoveryCode1
Kani: A Lightweight and Highly Hackable Framework for Building Language Model ApplicationsCode2
OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion DataCode1
Long-Range Transformer Architectures for Document UnderstandingCode0
NeCo@ALQAC 2023: Legal Domain Knowledge Acquisition for Low-Resource Languages through Data Enrichment—0
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval—0
Towards Content-based Pixel Retrieval in Revisited Oxford and ParisCode1
Implementing Learning Principles with a Personal AI Tutor: A Case Study—0
Streamlined Data Fusion: Unleashing the Power of Linear Combination with Minimal Relevance Judgments—0
Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities—0
Retrieval-Augmented Meta Learning for Low-Resource Text Classification—0
FaNS: a Facet-based Narrative Similarity Metric—0
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
Matching Table Metadata with Business Glossaries Using Large Language Models—0
Retrieving Evidence from EHRs with LLMs: Possibilities and ChallengesCode0
A Long-Tail Friendly Representation Framework for Artist and Music Similarity—0
SSIG: A Visually-Guided Graph Edit Distance for Floor Plan SimilarityCode1
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning—0
Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes—0
PRISTA-Net: Deep Iterative Shrinkage Thresholding Network for Coded Diffraction Patterns Phase RetrievalCode0
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
NESTLE: a No-Code Tool for Statistical Analysis of Legal CorpusCode0
Efficient Adaptive Human-Object Interaction Detection with Concept-guided MemoryCode1
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs—0
Prompt-based Effective Input Reformulation for Legal Case RetrievalCode0
HAE-RAE Bench: Evaluation of Korean Knowledge in Language ModelsCode1
C-CLIP: Contrastive Image-Text Encoders to Close the Descriptive-Commentative Gap—0
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
Dual Relation Alignment for Composed Image Retrieval—0
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024)Code1
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction TuningCode2
Benchmarking Large Language Models in Retrieval-Augmented GenerationCode2
AVATAR: Robust Voice Search Engine Leveraging Autoregressive Document Retrieval and Contrastive Learning—0
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrievalCode0
NLLB-CLIP -- train performant multilingual image retrieval model on a budgetCode2
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration—0
A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture—0
Hessian-aware Quantized Node Embeddings for Recommendation—0
Deep supervised hashing for fast retrieval of radio image cubes—0
Contrastive Feature Masking Open-Vocabulary Vision Transformer—0
Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics DomainsCode0
Towards Contrastive Learning in Music Video Domain—0
Improving the matching of deformable objects by learning to detect keypointsCode0
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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