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 10776–10800 of 14297 papers

TitleStatusHype
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor—0
Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS—0
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Enhancing Retrieval Processes for Language Generation with Augmented Queries—0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning—0
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study—0
Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection—0
Enhancing Thyroid Cytology Diagnosis with RAG-Optimized LLMs and Pa-thology Foundation Models—0
Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation—0
Enhancing Translation Language Models with Word Embedding for Information Retrieval—0
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations—0
EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline—0
Enriching Conversation Context in Retrieval-based Chatbots—0
Enriching Existing Test Collections with OXPath—0
Enriching Texture Analysis with Semantic Data—0
EnronQA: Towards Personalized RAG over Private Documents—0
Ensemble Deep Manifold Similarity Learning Using Hard Proxies—0
Ensemble Diffusion for Retrieval—0
EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation—0
ENST-Drums: an extensive audio-visual database for drum signals processing—0
Entanglement in Cognition violating Bell Inequalities Beyond Cirel'son's Bound—0
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search—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