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 11001–11050 of 14297 papers

TitleStatusHype
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering—0
Fidelity-Weighted Learning—0
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation—0
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference—0
Field-portable quantitative lensless microscopy based on translated speckle illumination and sub-sampled ptychographic phase retrieval—0
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks—0
Figure Me Out: A Gold Standard Dataset for Metaphor Interpretation—0
Filtering Aggression from the Multilingual Social Media Feed—0
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA—0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG—0
Financial Wind Tunnel: A Retrieval-Augmented Market Simulator—0
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models—0
Findability: A Novel Measure of Information Accessibility—0
Find and Focus: Retrieve and Localize Video Events with Natural Language Queries—0
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation—0
FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis—0
Finding Academic Experts on a MultiSensor Approach using Shannon's Entropy—0
Breaking Language Barriers with MMTweets: Advancing Cross-Lingual Debunked Narrative Retrieval for Fact-Checking—0
Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval—0
Finding Interest Needle in Popularity Haystack: Improving Retrieval by Modeling Item Exposure—0
Finding Inverse Document Frequency Information in BERT—0
Finding More Relevance: Propagating Similarity on Markov Random Field for Image Retrieval—0
Finding Salient Context based on Semantic Matching for Relevance Ranking—0
Finding Similar Exercises in Retrieval Manner—0
Finding Similar Medical Questions from Question Answering Websites—0
Findings of the 2014 Workshop on Statistical Machine Translation—0
Minimizing low-rank models of high-order tensors: Hardness, span, tight relaxation, and applications—0
Find The Gap: Knowledge Base Reasoning For Visual Question Answering—0
Find your Needle: Small Object Image Retrieval via Multi-Object Attention Optimization—0
FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models—0
Fine-Grain Annotation of Cricket Videos—0
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings—0
Fine-Grained Distillation for Long Document Retrieval—0
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation—0
Fine-grained Hallucination Detection and Editing for Language Models—0
Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval—0
Fine-Grained Image Analysis with Deep Learning: A Survey—0
Fine-grained Image Retrieval via Dual-Vision Adaptation—0
Fine-Grained Instance-Level Sketch-Based Video Retrieval—0
Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval—0
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering—0
Fine-grained Retrieval Prompt Tuning—0
Fine-Grained Sentence Functions for Short-Text Conversation—0
Fine-grained Text-Video Retrieval with Frozen Image Encoders—0
CaReBench: A Fine-Grained Benchmark for Video Captioning and Retrieval—0
CLAREL: Classification via retrieval loss for zero-shot learning—0
Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text—0
Fine-tuning and aligning question answering models for complex information extraction tasks—0
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing—0
Fine-tuning Language Models for Factuality—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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