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 2876–2900 of 14297 papers

TitleStatusHype
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented GenerationCode2
Assessing "Implicit" Retrieval Robustness of Large Language Models—0
Evaluating Quality of Answers for Retrieval-Augmented Generation: A Strong LLM Is All You Need—0
The Surprising Effectiveness of Multimodal Large Language Models for Video Moment RetrievalCode2
Multi-step Inference over Unstructured Data—0
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive LearningCode0
Poisoned LangChain: Jailbreak LLMs by LangChain—0
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems—0
MLLM as Video Narrator: Mitigating Modality Imbalance in Video Moment Retrieval—0
GraphSnapShot: Caching Local Structure for Fast Graph LearningCode1
Retrieval-style In-Context Learning for Few-shot Hierarchical Text ClassificationCode1
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD—0
SetBERT: Enhancing Retrieval Performance for Boolean Logic and Set Operation Queries—0
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling—0
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft—0
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens—0
LumberChunker: Long-Form Narrative Document SegmentationCode2
Enhancing Tool Retrieval with Iterative Feedback from Large Language ModelsCode0
Entropy-Based Decoding for Retrieval-Augmented Large Language ModelsCode0
Retrieval Augmented Instruction Tuning for Open NER with Large Language ModelsCode1
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Training-Free Exponential Context Extension via Cascading KV CacheCode0
Gate Recurrent Unit for Efficient Industrial Gas Identification—0
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning—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