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 8101–8150 of 14297 papers

TitleStatusHype
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs—0
MaRI: Material Retrieval Integration across Domains—0
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking—0
Chinese Movie Dialogue Question Answering Dataset—0
Domain-invariant feature learning in brain MR imaging for content-based image retrieval—0
Marking anything: application of point cloud in extracting video target features—0
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pre-training—0
MaRU: A Manga Retrieval and Understanding System Connecting Vision and Language—0
Domain-matched Pre-training Tasks for Dense Retrieval—0
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve—0
Estimation of Speaking Style in Speech Corpora Focusing on speech transcriptions—0
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation—0
Are manual annotations necessary for statutory interpretations retrieval?—0
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval—0
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining—0
Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval—0
Estimating the Usefulness of Clarifying Questions and Answers for Conversational Search—0
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant—0
Estimating Robust Query Models with Convex Optimization—0
Chinese Characters Mapping Table of Japanese, Traditional Chinese and Simplified Chinese—0
Estimating Personal Model Parameters from Utterances in Model-based Reminiscence—0
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval—0
Domain Transfer based Data Augmentation for Neural Query Translation—0
MASS: Overcoming Language Bias in Image-Text Matching—0
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive—0
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers—0
CHIC: Corporate Document for Visual question Answering—0
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models—0
Misspecified Nonconvex Statistical Optimization for Phase Retrieval—0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle—0
MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks—0
Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users—0
Establishing a Foundation for Tetun Ad-Hoc Text Retrieval: Stemming, Indexing, Retrieval, and Ranking—0
Matching Tweets With Applicable Fact-Checks Across Languages—0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval—0
Don't forget private retrieval: distributed private similarity search for large language models—0
Chemical detection and indexing in PubMed full text articles using deep learning and rule-based methods—0
Bridging Dense and Sparse Maximum Inner Product Search—0
ESGReveal: An LLM-based approach for extracting structured data from ESG reports—0
MATERIALizing Cross-Language Information Retrieval: A Snapshot—0
A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits—0
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems—0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding—0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion—0
Aggregated Deep Local Features for Remote Sensing Image Retrieval—0
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries—0
MATHion: Solving Math Word Problems with Logically Consistent Problems—0
MIRAGE: Multimodal Identification and Recognition of Annotations in Indian General Prescriptions—0
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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