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

Showing 41514200 of 14297 papers

TitleStatusHype
Unsupervised hard Negative Augmentation for contrastive learningCode0
Memory, Consciousness and Large Language Model0
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation FusionCode0
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models0
Location Aware Modular Biencoder for Tourism Question AnsweringCode0
TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight DetectionCode2
Oceanship: A Large-Scale Dataset for Underwater Audio Target RecognitionCode2
Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models0
Detours for Navigating Instructional Videos0
Instruct-Imagen: Image Generation with Multi-modal Instruction0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional SportsCode1
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise0
Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation0
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever0
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D0
What Sketch Explainability Really Means for Downstream Tasks?0
Accept the Modality Gap: An Exploration in the Hyperbolic Space0
D3still: Decoupled Differential Distillation for Asymmetric Image RetrievalCode2
Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability0
Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval0
Language-only Training of Zero-shot Composed Image RetrievalCode2
Holistic Features are almost Sufficient for Text-to-Video RetrievalCode1
AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval0
Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval0
Building Vision-Language Models on Solid Foundations with Masked Distillation0
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods0
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and DeformationCode1
READ: Retrieval-Enhanced Asymmetric Diffusion for Motion PlanningCode1
Retrieval-Augmented Egocentric Video Captioning0
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation LearningCode1
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain AdaptationCode0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language ModelsCode2
Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen ObjectsCode1
Analyzing Local Representations of Self-supervised Vision Transformers0
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM0
SynCDR : Training Cross Domain Retrieval Models with Synthetic DataCode0
Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image RetrievalCode1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented GenerationCode1
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence RegularizationCode1
Investigating the Effects of Sparse Attention on Cross-EncodersCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education0
Structured Packing in LLM Training Improves Long Context Utilization0
LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified