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 6426–6450 of 14297 papers

TitleStatusHype
Cross-modal Zero-shot Hashing—0
Debiasing Gender Bias in Information Retrieval Models—0
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax—0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Cross-Probe BERT for Efficient and Effective Cross-Modal Search—0
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning—0
ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models—0
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning—0
Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations—0
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding—0
Is Cross-lingual Evaluation Only About Cross-lingual?—0
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Exploring EEG for Object Detection and Retrieval—0
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization—0
Exploring Diverse Expressions for Paraphrase Generation—0
Cloud Optical Thickness Retrievals Using Angle Invariant Attention Based Deep Learning Models—0
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness—0
Improving Performance Of English-Hindi Cross Language Information Retrieval Using Transliteration Of Query Terms—0
A Hopfield-like model with complementary encodings of memories—0
Xu: An Automated Query Expansion and Optimization Tool—0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search—0
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning—0
Cloud detection machine learning algorithms for PROBA-V—0
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets—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