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 7001–7050 of 14297 papers

TitleStatusHype
KNN-LM Does Not Improve Open-ended Text Generation—0
IITP at AILA 2019: System Report for Artificial Intelligence for Legal Assistance Shared Task—0
Know2Look: Commonsense Knowledge for Visual Search—0
Cross-lingual Adaptation for Recipe Retrieval with Mixup—0
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier—0
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure—0
Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework—0
A Multi-level Alignment Training Scheme for Video-and-Language Grounding—0
Adaptive Representations for Tracking Breaking News on Twitter—0
IITD-DBAI: Multi-Stage Retrieval with Pseudo-Relevance Feedback and Query Reformulation—0
Cross-language Sentence Selection via Data Augmentation and Rationale Training—0
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering—0
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval—0
Knowledge Aware Semantic Concept Expansion for Image-Text Matching—0
Cross-language Information Retrieval—0
Augmenting End-to-End Dialog Systems with Commonsense Knowledge—0
Knowledge-based end-to-end memory networks—0
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions—0
IF-Net: An Illumination-invariant Feature Network—0
Knowledge-based Query Expansion in Real-Time Microblog Search—0
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval—0
Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization—0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions—0
Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning—0
If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation?—0
RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis—0
If At First You Don't Succeed: Test Time Re-ranking for Zero-shot, Cross-domain Retrieval—0
Crossing Variational Autoencoders for Answer Retrieval—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification—0
Knowledge Distillation in Document Retrieval—0
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation—0
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation—0
Identifying topology of leaky photonic lattices with machine learning—0
Identifying Important Features for Graph Retrieval—0
Cross-genre Document Retrieval: Matching between Conversational and Formal Writings—0
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering—0
Knowledge-Enhanced Named Entity Disambiguation for Short Text—0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search—0
Identification of Orchid Species Using Content-Based Flower Image Retrieval—0
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering—0
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation—0
Cross-Frequency Coupling Increases Memory Capacity in Oscillatory Neural Networks—0
Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP—0
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain—0
A Multi-Granularity Retrieval Framework for Visually-Rich Documents—0
IDEL: In-Database Entity Linking with Neural Embeddings—0
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering—0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance—0
Cross Encoding as Augmentation: Towards Effective Educational Text Classification—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