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 5201–5250 of 14297 papers

TitleStatusHype
Fast Training Dataset Attribution via In-Context Learning—0
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search—0
Fetch-A-Set: A Large-Scale OCR-Free Benchmark for Historical Document Retrieval—0
Combating Corrupt Messages in Sparse Clustered Associative Memories—0
Collaborative Multi-modal deep learning for the personalized product retrieval in Facebook Marketplace—0
Geometry Based Machining Feature Retrieval with Inductive Transfer Learning—0
AIR-HLoc: Adaptive Retrieved Images Selection for Efficient Visual Localisation—0
Ask Me What You Need: Product Retrieval using Knowledge from GPT-3—0
Few-Shot Learning Through an Information Retrieval Lens—0
Geometric VLAD for Large Scale Image Search—0
Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders—0
Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval—0
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model—0
GeoRAG: A Question-Answering Approach from a Geographical Perspective—0
Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network—0
FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models—0
Geospatial Semantics—0
Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering—0
Fidelity-Weighted Learning—0
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation—0
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference—0
Field-portable quantitative lensless microscopy based on translated speckle illumination and sub-sampled ptychographic phase retrieval—0
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks—0
Figure Me Out: A Gold Standard Dataset for Metaphor Interpretation—0
Fast, Small, and Simple Document Listing on Repetitive Text Collections—0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish—0
Filtering Aggression from the Multilingual Social Media Feed—0
Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers—0
Fast Slate Policy Optimization: Going Beyond Plackett-Luce—0
Cold Start Problem For Automated Live Video Comments—0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG—0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Ask Me Anything in Your Native Language—0
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval—0
Ask Me Anything in Your Native Language—0
Findability: A Novel Measure of Information Accessibility—0
FastRAG: Retrieval Augmented Generation for Semi-structured Data—0
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation—0
FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis—0
Finding Academic Experts on a MultiSensor Approach using Shannon's Entropy—0
Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking—0
CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval—0
Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval—0
Finding Interest Needle in Popularity Haystack: Improving Retrieval by Modeling Item Exposure—0
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring—0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring—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