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 4001–4025 of 14297 papers

TitleStatusHype
Repository-level Code Search with Neural Retrieval MethodsCode0
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval TaskCode0
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection ModelsCode0
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex OptimizationCode0
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ DocumentsCode0
Boosting Visual-Language Models by Exploiting Hard SamplesCode0
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched DataCode0
Document Informed Neural Autoregressive Topic Models with Distributional PriorCode0
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for ImagesCode0
Boot and Switch: Alternating Distillation for Zero-Shot Dense RetrievalCode0
Document-Level Abstractive SummarizationCode0
Indoor Visual Positioning Aided by CNN-Based Image Retrieval: Training-Free, 3D Modeling-FreeCode0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-trainingCode0
Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray DataCode0
Two-stage Risk Control with Application to Ranked RetrievalCode0
Conflicts, Villains, Resolutions: Towards models of Narrative Media FramingCode0
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and SelectCode0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
Incremental Embedding Learning via Zero-Shot TranslationCode0
BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented GenerationCode0
Document Screenshot Retrievers are Vulnerable to Pixel Poisoning AttacksCode0
A Survey of Generative Information RetrievalCode0
Response Generation by Context-aware Prototype EditingCode0
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine TranslationCode0
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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