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 2551–2600 of 14297 papers

TitleStatusHype
Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models—0
LLMJudge: LLMs for Relevance JudgmentsCode1
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models—0
Report on the 1st Workshop on Large Language Model for Evaluation in Information Retrieval (LLM4Eval 2024) at SIGIR 2024—0
AI-assisted Coding with Cody: Lessons from Context Retrieval and Evaluation for Code Recommendations—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Neural Machine UnrankingCode0
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs—0
Rag and Roll: An End-to-End Evaluation of Indirect Prompt Manipulations in LLM-based Application Frameworks—0
Retrieval-augmented code completion for local projects using large language models—0
Early Exit Strategies for Approximate k-NN Search in Dense RetrievalCode0
Relevance Filtering for Embedding-based RetrievalCode1
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning—0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs—0
CREST: Effectively Compacting a Datastore For Retrieval-Based Speculative Decoding—0
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations—0
Enhanced Semantic Graph Based Approach With Sentiment Analysis For User Interest Retrieval From Social Sites—0
Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings—0
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringCode2
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments—0
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented GenerationCode4
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering—0
Retrieval Augmentation via User Interest Clustering—0
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring—0
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph DatabasesCode7
SLIM-RAFT: A Novel Fine-Tuning Approach to Improve Cross-Linguistic Performance for Mercosur Common Nomenclature—0
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling—0
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG—0
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models—0
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level RetrievalCode1
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsCode2
ASR-enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval—0
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering—0
LLM Agents Improve Semantic Code Search—0
Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation—0
Development of REGAI: Rubric Enabled Generative Artificial Intelligence—0
Entity Retrieval for Answering Entity-Centric Questions—0
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics—0
MaFreeI2P: A Matching-Free Image-to-Point Cloud Registration Paradigm with Active Camera Pose Retrieval—0
Explosive neural networks via higher-order interactions in curved statistical manifolds—0
COM Kitchens: An Unedited Overhead-view Video Dataset as a Vision-Language BenchmarkCode1
Generative Retrieval with Few-shot Indexing—0
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval—0
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
On Validation of Search & Retrieval of Tissue Images in Digital Pathology—0
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs—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