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 13001–13050 of 14297 papers

TitleStatusHype
Towards a Benchmark for Scientific Understanding in Humans and Machines—0
Path-based Deep Network for Candidate Item Matching in Recommenders—0
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation—0
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis—0
Towards a methodology for automatic identification of hypernyms in the definitions of large-scale dictionary—0
Complex-valued Retrievals From Noisy Images Using Diffusion Models—0
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations—0
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning—0
Towards an All-Purpose Content-Based Multimedia Information Retrieval System—0
Towards a Natural Language Query Processing System—0
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models—0
Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis—0
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval—0
Precise Proximal Femur Fracture Classification for Interactive Training and Surgical Planning—0
Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks—0
Towards an Unequivocal Representation of Actions—0
When expertise gone missing: Uncovering the loss of prolific contributors in Wikipedia—0
When is a Foundation Model a Foundation Model—0
Metric Compatible Training for Online Backfilling in Large-Scale Retrieval—0
Online Asymmetric Similarity Learning for Cross-Modal Retrieval—0
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval—0
Towards a solid solution of real-time fire and flame detection—0
Towards augmenting crisis counselor training by improving message retrieval—0
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks—0
Towards Automated Biometric Identification of Sea Turtles (Chelonia mydas)—0
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?—0
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method—0
Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores—0
Towards Automatic Generation of Questions from Long Answers—0
Towards Automatic Image Editing: Learning to See another You—0
Towards Automatic Short Answer Assessment for Finnish as a Paraphrase Retrieval Task—0
Towards a Visual-Language Foundation Model for Computational Pathology—0
Towards Axiomatic Explanations for Neural Ranking Models—0
PathAlign: A vision-language model for whole slide images in histopathology—0
Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations—0
Towards Best Practices for Training Multilingual Dense Retrieval Models—0
PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage—0
Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling—0
Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes—0
Patent Retrieval: A Literature Review—0
Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey—0
Towards Comprehensive Vietnamese Retrieval-Augmented Generation and Large Language Models—0
Towards Computational Analysis of Pansori Singing—0
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval—0
PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database—0
Towards Contrastive Learning in Music Video Domain—0
Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning—0
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs—0
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models—0
Online and Offline Evaluation in Search Clarification—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