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 5301–5350 of 14297 papers

TitleStatusHype
ContextBLIP: Doubly Contextual Alignment for Contrastive Image Retrieval from Linguistically Complex Descriptions—0
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation—0
Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery—0
Expert-Guided Extinction of Toxic Tokens for Debiased Generation—0
Unlearning Climate Misinformation in Large Language Models—0
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution—0
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension—0
Don't Forget to Connect! Improving RAG with Graph-based Reranking—0
RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval—0
Judgement Citation Retrieval using Contextual SimilarityCode0
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
Understanding Transformer Reasoning Capabilities via Graph Algorithms—0
AdapNet: Adaptive Noise-Based Network for Low-Quality Image Retrieval—0
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches—0
RAGSys: Item-Cold-Start Recommender as RAG System—0
Unlocking the Secrets of Linear Complexity Sequence Model from A Unified Perspective—0
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM—0
Augmenting Textual Generation via Topology Aware Retrieval—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
Container pre-marshalling problem minimizing CV@R under uncertainty of ship arrival times—0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge—0
A Cross-Dataset Study for Text-based 3D Human Motion Retrieval—0
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback—0
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark—0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions—0
An Empirical Study of Excitation and Aggregation Design Adaptions in CLIP4Clip for Video-Text Retrieval—0
Towards Unlocking Insights from Logbooks Using AI—0
Generating clickbait spoilers with an ensemble of large language models—0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection—0
Active Learning for Finely-Categorized Image-Text Retrieval by Selecting Hard Negative Unpaired Samples—0
Self-distilled Dynamic Fusion Network for Language-based Fashion Retrieval—0
Evaluating and Safeguarding the Adversarial Robustness of Retrieval-Based In-Context LearningCode0
RAEE: A Robust Retrieval-Augmented Early Exiting Framework for Efficient Inference—0
Distilling Vision-Language Pretraining for Efficient Cross-Modal Retrieval—0
Look into the Future: Deep Contextualized Sequential Recommendation—0
RE-Adapt: Reverse Engineered Adaptation of Large Language Models—0
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models—0
TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing—0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data—0
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models—0
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval—0
Linking In-context Learning in Transformers to Human Episodic MemoryCode0
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings—0
Optimizing example selection for retrieval-augmented machine translation with translation memories—0
RaFe: Ranking Feedback Improves Query Rewriting for RAG—0
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying—0
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research—0
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering—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