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 11201–11250 of 14297 papers

TitleStatusHype
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems—0
GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction—0
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation—0
GEMS: Scene Expansion using Generative Models of Graphs—0
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval—0
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning—0
GenDeR: A Generic Diversified Ranking Algorithm—0
Gender Biased Legal Case Retrieval System on Users' Decision Process—0
Gender, Race, and Intersectional Bias in Resume Screening via Language Model Retrieval—0
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning—0
Gene-associated Disease Discovery Powered by Large Language Models—0
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise—0
Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search—0
Generalising Fine-Grained Sketch-Based Image Retrieval—0
Generalizable Multi-linear Attention Network—0
Generalization Properties of Retrieval-based Models—0
Generalized Approximate Survey Propagation for High-Dimensional Estimation—0
Generalized K-fan Multimodal Deep Model with Shared Representations—0
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval—0
Generalized Neural Collapse for a Large Number of Classes—0
Generalized Relative Neighborhood Graph (GRNG) for Similarity Search—0
Generalized residual vector quantization for large scale data—0
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval—0
Generalized Weak Supervision for Neural Information Retrieval—0
Generalizing Multimodal Pre-training into Multilingual via Language Acquisition—0
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing—0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering—0
Generating Multi-Aspect Queries for Conversational Search—0
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search—0
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models—0
Generating Adaptive and Robust Filter Sets Using an Unsupervised Learning Framework—0
Generating Binary Tags for Fast Medical Image Retrieval Based on Convolutional Nets and Radon Transform—0
Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies—0
Generating clickbait spoilers with an ensemble of large language models—0
Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers—0
Generating Compositional Color Representations from Text—0
Generating Followup Questions for Interpretable Multi-hop Question Answering—0
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies—0
Generating Holistic 3D Scene Abstractions for Text-based Image Retrieval—0
Generating Media Background Checks for Automated Source Critical Reasoning—0
Generating Scenes with Latent Object Models—0
Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval—0
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation—0
Generating Weather Forecast Texts with Case Based Reasoning—0
Generation-Augmented Query Expansion For Code Retrieval—0
Generation of a Supervised Classification Algorithm for Time-Series Variable Stars with an Application to the LINEAR Dataset—0
Generation or Replication: Auscultating Audio Latent Diffusion Models—0
Generative Adversarial Image Synthesis with Decision Tree Latent Controller—0
Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances—0
Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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