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 3151–3200 of 14297 papers

TitleStatusHype
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation—0
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
Uncertainty-aware sign language video retrieval with probability distribution modeling—0
Phantom: General Trigger Attacks on Retrieval Augmented Language Generation—0
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts—0
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User RecommendationsCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training—0
Jina CLIP: Your CLIP Model Is Also Your Text Retriever—0
Toward Conversational Agents with Context and Time Sensitive Long-term MemoryCode1
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter—0
Unlearning Climate Misinformation in Large Language Models—0
MUVERA: Multi-Vector Retrieval via Fixed Dimensional EncodingsCode1
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation—0
Multi-Modal Generative Embedding Model—0
Transcending Fusion: A Multi-Scale Alignment Method for Remote Sensing Image-Text RetrievalCode1
CtrlA: Adaptive Retrieval-Augmented Generation via Inherent ControlCode2
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study—0
ContextBLIP: Doubly Contextual Alignment for Contrastive Image Retrieval from Linguistically Complex Descriptions—0
Expert-Guided Extinction of Toxic Tokens for Debiased Generation—0
Reverse Image Retrieval Cues Parametric Memory in Multimodal LLMsCode1
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension—0
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution—0
A Multi-Source Retrieval Question Answering Framework Based on RAG—0
Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery—0
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
Judgement Citation Retrieval using Contextual SimilarityCode0
Understanding Transformer Reasoning Capabilities via Graph Algorithms—0
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches—0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
AdapNet: Adaptive Noise-Based Network for Low-Quality Image Retrieval—0
Where's Waldo: Diffusion Features for Personalized Segmentation and RetrievalCode1
RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval—0
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment AnalysisCode1
Don't Forget to Connect! Improving RAG with Graph-based Reranking—0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge—0
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM—0
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark—0
Augmenting Textual Generation via Topology Aware Retrieval—0
Video Enriched Retrieval Augmented Generation Using Aligned Video CaptionsCode1
Container pre-marshalling problem minimizing CV@R under uncertainty of ship arrival times—0
RAGSys: Item-Cold-Start Recommender as RAG System—0
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback—0
DeeperImpact: Optimizing Sparse Learned Index StructuresCode1
Unlocking the Secrets of Linear Complexity Sequence Model from A Unified Perspective—0
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
A Cross-Dataset Study for Text-based 3D Human Motion Retrieval—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
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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