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 11401–11450 of 14297 papers

TitleStatusHype
Grounded in Context: Retrieval-Based Method for Hallucination Detection—0
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study—0
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation—0
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval—0
Grounding Language Model with Chunking-Free In-Context Retrieval—0
Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection—0
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning—0
Grounding Physical Object and Event Concepts Through Dynamic Visual Reasoning—0
Group Generalized Mean Pooling for Vision Transformer—0
Group Invariant Deep Representations for Image Instance Retrieval—0
Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives—0
Optimal Projected Variance Group-Sparse Block PCA—0
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence—0
GS-CLIP: Gaussian Splatting for Contrastive Language-Image-3D Pretraining from Real-World Data—0
GS-Pose: Generalizable Segmentation-based 6D Object Pose Estimation with 3D Gaussian Splatting—0
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search—0
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval—0
Guiding Data-Driven Design Ideation by Knowledge Distance—0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning—0
Guiding Neural Machine Translation with Retrieved Translation Pieces—0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres—0
GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition—0
Habit Coach: Customising RAG-based chatbots to support behavior change—0
Hadamard Codebook Based Deep Hashing—0
Hakim: Farsi Text Embedding Model—0
Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning—0
Hallucination-minimized Data-to-answer Framework for Financial Decision-makers—0
Hamming Distance Metric Learning—0
Hamming Sentence Embeddings for Information Retrieval—0
Handwriting Recognition in Low-resource Scripts using Adversarial Learning—0
Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network—0
Handwritten Amharic Character Recognition System Using Convolutional Neural Networks—0
HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals—0
Hard Example Guided Hashing for Image Retrieval—0
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems—0
Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models—0
HARMONIC: A Framework for Explanatory Cognitive Robots—0
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement model—0
Harmonic Retrieval of CFO and Frame Misalignment for OFDM-based Inter-Satellite Links—0
Harmonic Retrieval Using Weighted Lifted-Structure Low-Rank Matrix Completion—0
Harmonic Retrieval with L_1-Tucker Tensor Decomposition—0
Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning—0
Integrating Knowledge Retrieval and Large Language Models for Clinical Report Correction—0
Harnessing Large Language Models for Scientific Novelty Detection—0
Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models—0
HarriGT: A Tool for Linking News to Science—0
Harvesting comparable corpora and mining them for equivalent bilingual sentences using statistical classification and analogy- based heuristics—0
HashGAN:Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval—0
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN—0
Hashing based Contrastive Learning for Virtual Screening—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