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

Showing 995110000 of 14297 papers

TitleStatusHype
Data-driven intelligent computational design for products: Method, techniques, and applications0
Data-Driven Relevance Judgments for Ranking Evaluation0
Data-Efficient Autoregressive Document Retrieval for Fact Verification0
Data-Efficient Generalization for Zero-shot Composed Image Retrieval0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data0
Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models0
Data-Efficient Methods for Dialogue Systems0
Data-Efficient Ranking Distillation for Image Retrieval0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors0
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing0
Data leakage in cross-modal retrieval training: A case study0
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran0
Data Management Challenges for Internet-scale 3D Search Engines0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports0
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching0
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent0
Dataset of Natural Language Queries for E-Commerce0
Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs0
Datasets for Multilingual Answer Sentence Selection0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding0
DAtRNet: Disentangling Fashion Attribute Embedding for Substitute Item Retrieval0
DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification0
Dave the debater: a retrieval-based and generative argumentative dialogue agent0
DAWT: Densely Annotated Wikipedia Texts across multiple languages0
Dbnary: Wiktionary as a LMF based Multilingual RDF network0
DCAF: A Dynamic Computation Allocation Framework for Online Serving System0
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding0
DCH-2: A Parallel Customer-Helpdesk Dialogue Corpus with Distributions of Annotators' Labels0
DCI: Discriminative and Contrast Invertible Descriptor0
DDRM-PR: Fourier Phase Retrieval using Denoising Diffusion Restoration Models0
Answering Any-hop Open-domain Questions with Iterative Document Reranking0
Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction0
Debiasing Neural Retrieval via In-batch Balancing Regularization0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation0
Decentralizing AI Memory: SHIMI, a Semantic Hierarchical Memory Index for Scalable Agent Reasoning0
Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation0
Decoding Word Embeddings with Brain-Based Semantic Features0
Decoding Working Memory Load from EEG with LSTM Networks0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs0
Decompose Semantic Shifts for Composed Image Retrieval0
Decomposing Complex Queries for Tip-of-the-tongue Retrieval0
Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval0
Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval0
Deconfounded and Explainable Interactive Vision-Language Retrieval of Complex Scenes0
Decorum: A Language-Based Approach For Style-Conditioned Synthesis of Indoor 3D Scenes0
Decoupled Context Processing for Context Augmented Language Modeling0
Decouple Non-parametric Knowledge Distillation For End-to-end Speech Translation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified