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 5676–5700 of 14297 papers

TitleStatusHype
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial ReportsCode0
Hypernymization of named entity-rich captions for grounding-based multi-modal pretraining—0
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities—0
Generative Relevance Feedback with Large Language Models—0
OFAR: A Multimodal Evidence Retrieval Framework for Illegal Live-streaming Identification—0
A New Inexact Proximal Linear Algorithm with Adaptive Stopping Criteria for Robust Phase RetrievalCode0
The tale of two MS MARCO -- and their unfair comparisons—0
Compressing Sentence Representation with maximum Coding Rate Reduction—0
A Static Pruning Study on Sparse Neural Retrievers—0
Explain like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse ApproximationCode0
Learnable Pillar-based Re-ranking for Image-Text RetrievalCode1
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
Semantic Compression With Large Language Models—0
Rank Flow Embedding for Unsupervised and Semi-Supervised Manifold LearningCode1
Constructing Tree-based Index for Efficient and Effective Dense RetrievalCode1
Overview of the TREC 2022 NeuCLIR Track—0
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes—0
UHRNet: A Deep Learning-Based Method for Accurate 3D Reconstruction from a Single Fringe-PatternCode1
Query-specific Variable Depth Pooling via Query Performance Prediction towards Reducing Relevance Assessment Effort—0
A Lightweight Constrained Generation Alternative for Query-focused SummarizationCode0
Class-Specific Variational Auto-Encoder for Content-Based Image Retrieval—0
LogicRec: Recommendation with Users' Logical RequirementsCode0
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis—0
LaMP: When Large Language Models Meet PersonalizationCode1
SAILER: Structure-aware Pre-trained Language Model for Legal Case RetrievalCode1
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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