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 8451–8475 of 14297 papers

TitleStatusHype
Generative Semantic Communication: Architectures, Technologies, and Applications—0
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods—0
Generative Retrieval with Preference Optimization for E-commerce Search—0
Context-Aware Classification of Legal Document Pages—0
Generative Retrieval Meets Multi-Graded Relevance—0
Context-Aware Attention Network for Image-Text Retrieval—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
Generative Retrieval for Book search—0
Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Generative Retrieval as Dense Retrieval—0
Context-Augmented Code Generation Using Programming Knowledge Graphs—0
Generative Retrieval and Alignment Model: A New Paradigm for E-commerce Retrieval—0
Generative Relevance Feedback with Large Language Models—0
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models—0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web—0
Adaptation of Statistical Machine Translation Model for Cross-Lingual Information Retrieval in a Service Context—0
Adaptation Approaches for Nearest Neighbor Language Models—0
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions—0
Multi-Level Querying using A Knowledge Pyramid—0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits—0
Content Placement in Networks of Similarity Caches—0
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback—0
Generative Query Reformulation for Effective Adhoc Search—0
A survey on phrase structure learning methods for text classification—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