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 89018950 of 14297 papers

TitleStatusHype
Deconfounded Video Moment Retrieval with Causal InterventionCode1
Data-Driven Design-by-Analogy: State of the Art and Future Directions0
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate SpeechCode1
APES: Audiovisual Person Search in Untrimmed VideoCode0
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network0
Knowing More About Questions Can Help: Improving Calibration in Question AnsweringCode1
Answer Generation for Retrieval-based Question Answering Systems0
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary CodesCode1
Exploring modality-agnostic representations for music classificationCode0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access0
Efficient Passage Retrieval with Hashing for Open-domain Question AnsweringCode1
Are Gestures Worth a Thousand Words? An Analysis of Interviews in the Political Domain0
Investigating the Effect of Background Knowledge on Natural Questions0
Measuring the relative importance of full text sections for information retrieval from scientific literature.0
Modeling Sentence Comprehension Deficits in Aphasia: A Computational Evaluation of the Direct-access Model of Retrieval0
A Computational Model for Interactive Transcription0
Context-aware query design combines knowledge and data for efficient reading and reasoning0
Are we there yet? Exploring clinical domain knowledge of BERT models0
NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization0
TopGuNN: Fast NLP Training Data Augmentation using Large CorporaCode0
Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings0
Cold Start Problem For Automated Live Video Comments0
Would you like to tell me more? Generating a corpus of psychotherapy dialogues0
Understanding the Impact of Evidence-Aware Sentence Selection for Fact CheckingCode0
Overview of the Second Workshop on Scholarly Document Processing0
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
Towards Multi-Modal Text-Image Retrieval to improve Human Reading0
Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting0
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval0
Improving Evidence Retrieval for Automated Explainable Fact-CheckingCode1
Cross-lingual Cross-modal Pretraining for Multimodal Retrieval0
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering0
How Robust are Fact Checking Systems on Colloquial Claims?0
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Evaluating Recipes Generated from Functional Object-Oriented Network0
WebMIaS on Docker: Deploying Math-Aware Search in a Single Line of Code0
Omnizart: A General Toolbox for Automatic Music TranscriptionCode2
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features0
A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval0
Controllable Gradient Item RetrievalCode0
Integrating Contextual Knowledge to Visual Features for Fine Art Classification0
Connecting Language and Vision for Natural Language-Based Vehicle RetrievalCode1
Analogous to Evolutionary Algorithm: Designing a Unified Sequence ModelCode1
CNN Retrieval based Unsupervised Metric Learning for Near-Duplicated Video Retrieval0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline SummarizationCode0
Control Architecture of the Double-Cross-Correlation Processor for Sampling-Rate-Offset Estimation in Acoustic Sensor Networks0
Lightweight Cross-Lingual Sentence Representation LearningCode0
Learning Relation Alignment for Calibrated Cross-modal RetrievalCode1
Bridging Data Center AI Systems with Edge Computing for Actionable Information RetrievalCode0
Adaptive Nearest Neighbor Machine TranslationCode1
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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