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

Showing 1255112600 of 14297 papers

TitleStatusHype
Content based singing voice source separation via strong conditioning using aligned phonemesCode0
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
Do Neural Ranking Models Intensify Gender Bias?Code0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
KATE: K-Competitive Autoencoder for TextCode0
Linking In-context Learning in Transformers to Human Episodic MemoryCode0
KazQAD: Kazakh Open-Domain Question Answering DatasetCode0
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?Code0
Linking Social Media Posts to News with Siamese TransformersCode0
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
Domain Generalization with Correlated Style UncertaintyCode0
Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural NetworksCode0
An Effective Domain Adaptive Post-Training Method for BERT in Response SelectionCode0
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorCode0
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption RetrievalCode0
Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?Code0
MICO: Selective Search with Mutual Information Co-trainingCode0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question AnsweringCode0
Neural Codes for Image RetrievalCode0
Generalizing A Person Retrieval Model Hetero- and HomogeneouslyCode0
Generalizing Conversational Dense Retrieval via LLM-Cognition Data AugmentationCode0
Neural Collaborative Filtering vs. Matrix Factorization RevisitedCode0
Does Vec2Text Pose a New Corpus Poisoning Threat?Code0
Does the Performance of Text-to-Image Retrieval Models Generalize Beyond Captions-as-a-Query?Code0
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-HighlightingCode0
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information NeedsCode0
Automatic retrieval of corresponding US views in longitudinal examinationsCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
Content-based image retrieval tutorialCode0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Automatic Query Image Disambiguation for Content-Based Image RetrievalCode0
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation SystemsCode0
Listwise Generative Retrieval Models via a Sequential Learning ProcessCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
Considering Length Diversity in Retrieval-Augmented SummarizationCode0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
Multilevel Language and Vision Integration for Text-to-Clip RetrievalCode0
Generating Diverse and Meaningful CaptionsCode0
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine LearningCode0
A Hybrid Compact Neural Architecture for Visual Place RecognitionCode0
Automatic Generation of Model and Data Cards: A Step Towards Responsible AICode0
Generating Images from Captions with AttentionCode0
Document Screenshot Retrievers are Vulnerable to Pixel Poisoning AttacksCode0
ConQueR: Contextualized Query Reduction using Search LogsCode0
Generating Natural Questions About an ImageCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Generating Biomedical Question Answering Corpora from Q&A forumsCode0
ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM JudgesCode0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified