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 5226–5250 of 14297 papers

TitleStatusHype
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