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 12951–13000 of 14297 papers

TitleStatusHype
Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases—0
Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools—0
Patton: Language Model Pretraining on Text-Rich Networks—0
Online Embedding Multi-Scale CLIP Features into 3D Maps—0
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing—0
Topical Result Caching in Web Search Engines—0
When are Lemons Purple? The Concept Association Bias of Vision-Language Models—0
Pattern-revising Enhanced Simple Question Answering over Knowledge Bases—0
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval—0
Topic Extraction and Bundling of Related Scientific Articles—0
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models—0
Topic-Grained Text Representation-based Model for Document Retrieval—0
Topic Level Disambiguation for Weak Queries—0
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages—0
Topic Propagation in Conversational Search—0
Topic Segmentation Model Focusing on Local Context—0
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling—0
Topicwise Separable Sentence Retrieval for Medical Report Generation—0
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task—0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
Online electricity billing project report.—0
Top-k String Auto-Completion with Synonyms—0
Enhancing Large Language Models with Domain-Specific Knowledge: The Case in Topological Materials—0
Topological Data Analysis in Text Classification: Extracting Features with Additive Information—0
Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback—0
Topological map construction and scene recognition for vehicle localization—0
Topological RANSAC for instance verification and retrieval without fine-tuning—0
Topology Learning of Linear Dynamical Systems with Latent Nodes using Matrix Decomposition—0
To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation—0
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representation—0
When coding meets ranking: A joint framework based on local learning—0
Toward a Deep Neural Approach for Knowledge-Based IR—0
When deep denoising meets iterative phase retrieval—0
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking—0
Toward a Task of Feedback Comment Generation for Writing Learning—0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation—0
Toward building next-generation Geocoding systems: a systematic review—0
Toward computational cumulative biology by combining models of biological datasets—0
Pattern reconstruction with restricted Boltzmann machines—0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models—0
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval—0
Toward General Scene Graph: Integration of Visual Semantic Knowledge with Entity Synset Alignment—0
Toward Incorporation of Relevant Documents in word2vec—0
Toward Long Distance, Sub-diffraction Imaging Using Coherent Camera Arrays—0
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?—0
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?—0
When Do Decompositions Help for Machine Reading?—0
Online Distillation for Pseudo-Relevance Feedback—0
Patient Cohort Retrieval using Transformer Language Models—0
Patience is all you need! An agentic system for performing scientific literature review—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