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 11151–11200 of 14297 papers

TitleStatusHype
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension—0
QED: A fact verification system for the FEVER shared task—0
QD-VMR: Query Debiasing with Contextual Understanding Enhancement for Video Moment Retrieval—0
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs—0
Retrieve, Annotate, Evaluate, Repeat: Leveraging Multimodal LLMs for Large-Scale Product Retrieval Evaluation—0
Retrieve Anything To Augment Large Language Models—0
Retrieve-Cluster-Summarize: An Alternative to End-to-End Training for Query-specific Article Generation—0
Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots—0
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public—0
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort—0
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval—0
Vector search with small radiuses—0
RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval—0
QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval—0
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis—0
Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models—0
QAID: Question Answering Inspired Few-shot Intent Detection—0
QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval—0
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval—0
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval—0
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach—0
Retrieve Synonymous keywords for Frequent Queries in Sponsored Search in a Data Augmentation Way—0
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network—0
Retrieving and Highlighting Action with Spatiotemporal Reference—0
Retrieving and Ranking Relevant JavaScript Technologies from Web Repositories—0
Retrieving and ranking short medical questions with two stages neural matching model—0
A Hybrid Framework with Large Language Models for Rare Disease Phenotyping—0
Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval—0
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval—0
Q2R: A Query-to-Resolution System for Natural-Language Queries—0
RetriBooru: Leakage-Free Retrieval of Conditions from Reference Images for Subject-Driven Generation—0
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision—0
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing—0
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs—0
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison—0
Retrieving Implicit and Explicit Emotional Events Using Large Language Models—0
Retrieving Multi-Entity Associations: An Evaluation of Combination Modes for Word Embeddings—0
Retrieving Multimodal Information for Augmented Generation: A Survey—0
Retrieving Occurrences of Grammatical Constructions—0
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation—0
Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval—0
Retrieving Signals with Deep Complex Extractors—0
On Uniform Boundedness Properties of SGD and its Momentum Variants—0
Retrieving Similar X-Ray Images from Big Image Data Using Radon Barcodes with Single Projections—0
Retrieving Supporting Evidence for Generative Question Answering—0
Retrieving Supporting Evidence for LLMs Generated Answers—0
Description-Based Text Similarity—0
Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models—0
Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning—0
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning—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