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 4201–4250 of 14297 papers

TitleStatusHype
A Multi-level Distillation based Dense Passage Retrieval Model—0
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series PredictionCode1
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation—0
Group Multi-View Transformer for 3D Shape Analysis with Spatial EncodingCode0
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation—0
Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval—0
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages—0
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs ResponsesCode1
Towards Better Monolingual Japanese Retrievers with Multi-Vector Models—0
Recursive Distillation for Open-Set Distributed Robot Localization—0
ESGReveal: An LLM-based approach for extracting structured data from ESG reports—0
Privacy-Preserved Neural Graph DatabasesCode0
Making Large Language Models A Better Foundation For Dense Retrieval—0
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-LocalisationCode1
Empowering Working Memory for Large Language Model Agents—0
Personalized Large Language Model Assistant with Evolving Conditional Memory—0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online PlatformsCode0
Prototype-Guided Text-based Person Search based on Rich Chinese Descriptions—0
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases—0
Automatic Data Retrieval for Cross Lingual SummarizationCode0
A Language-based solution to enable Metaverse RetrievalCode0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
Exploiting Novel GPT-4 APIsCode1
Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion—0
Anchoring Path for Inductive Relation Prediction in Knowledge GraphsCode0
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by StepCode2
Context-aware Decoding Reduces Hallucination in Query-focused SummarizationCode1
Unexplored Frontiers: A Review of Empirical Studies of Exploratory Search—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic TasksCode1
Retrieval-augmented Multilingual Knowledge EditingCode1
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models—0
Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation AccuracyCode2
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote SensingCode2
Aggregating Multiple Bio-Inspired Image Region Classifiers For Effective And Lightweight Visual Place Recognition—0
Categorical, Ratio, and Professorial Data: The Case for Reciprocal Rank—0
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios—0
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain RetrievalCode1
External Knowledge Augmented Polyphone Disambiguation Using Large Language Model—0
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining—0
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP—0
On the Effectiveness of Retrieval, Alignment, and Replay in Manipulation—0
Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment RetrievalCode1
VQA4CIR: Boosting Composed Image Retrieval with Visual Question AnsweringCode0
Human-machine cooperation: optimization of drug retrieval sequencing in automated drug dispensing systems—0
"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented GenerationCode1
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Training With "Paraphrasing the Original Text" Improves Long-Context Performance—0
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)Code1
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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