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 6451–6500 of 14297 papers

TitleStatusHype
PolQA: Polish Question Answering Dataset—0
Improving RAG Retrieval via Propositional Content Extraction: a Speech Act Theory Approach—0
ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models—0
Improving Raw Image Storage Efficiency by Exploiting Similarity—0
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning—0
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding—0
Improving Retrieval Augmented Language Model with Self-Reasoning—0
Jewelry Shop Conversational Chatbot—0
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions—0
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever—0
Exploring EEG for Object Detection and Retrieval—0
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals—0
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization—0
Exploring Diverse Expressions for Paraphrase Generation—0
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions—0
Cloud Optical Thickness Retrievals Using Angle Invariant Attention Based Deep Learning Models—0
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation—0
A Hopfield-like model with complementary encodings of memories—0
Automatic cognate identification with gap-weighted string subsequences.—0
Improving Sparse Associative Memories by Escaping from Bogus Fixed Points—0
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning—0
Improving Statistical Multimedia Information Retrieval Model by using Ontology—0
Improving Tag-Clouds as Visual Information Retrieval Interfaces—0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search—0
Improving Term Frequency Normalization for Multi-topical Documents, and Application to Language Modeling Approaches—0
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning—0
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering—0
Cloud detection machine learning algorithms for PROBA-V—0
Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solution—0
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets—0
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design—0
Automatic Construction of Discourse Corpora for Dialogue Translation—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
Exploring Combinations of Ontological Features and Keywords for Text Retrieval—0
Cloud-Based Real-Time Molecular Screening Platform with MolFormer—0
Improving Trace Link Recommendation by Using Non-Isotropic Distances and Combinations—0
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence—0
Improving Users' Mental Model with Attention-directed Counterfactual Edits—0
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access—0
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model—0
Improving Video Retrieval by Adaptive Margin—0
A 106K Multi-Topic Multilingual Conversational User Dataset with Emoticons—0
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges—0
Improving Vietnamese Legal Document Retrieval using Synthetic Data—0
Improving Vietnamese Legal Question--Answering System based on Automatic Data Enrichment—0
Improving Zero-Shot Entity Retrieval through Effective Dense Representations—0
Clothing Retrieval with Visual Attention Model—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