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 5951–6000 of 14297 papers

TitleStatusHype
Ta'keed: The First Generative Fact-Checking System for Arabic Claims—0
It's About Time: Incorporating Temporality in Retrieval Augmented Language Models—0
Generative Video Diffusion for Unseen Cross-Domain Video Moment Retrieval—0
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems—0
Query Exposure Prediction for Groups of Documents in Rankings—0
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language ModelsCode0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode—0
Predicting IR Personalization Performance using Pre-retrieval Query Predictors—0
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering—0
TPRF: A Transformer-based Pseudo-Relevance Feedback Model for Efficient and Effective Retrieval—0
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context—0
Persona-centric Metamorphic Relation guided Robustness Evaluation for Multi-turn Dialogue Modelling—0
The Neglected Tails in Vision-Language Models—0
Revolutionizing Retrieval-Augmented Generation with Enhanced PDF Structure Recognition—0
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements—0
ChatGraph: Chat with Your Graphs—0
CoAVT: A Cognition-Inspired Unified Audio-Visual-Text Pre-Training Model for Multimodal Processing—0
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization—0
In-context Learning with Retrieved Demonstrations for Language Models: A Survey—0
Simple Domain Adaptation for Sparse Retrievers—0
Estimating the Usefulness of Clarifying Questions and Answers for Conversational Search—0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
A Deep Learning Approach for Selective Relevance Feedback—0
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation—0
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine—0
Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA—0
Prompting Large Vision-Language Models for Compositional ReasoningCode0
An Effective Index for Truss-based Community Search on Large Directed Graphs—0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment—0
Episodic Reinforcement Learning with Expanded State-reward Space—0
Publication venue recommendation using profiles based on clustering—0
Positive unlabeled learning for building recommender systems in a parliamentary setting—0
Comparing Traditional and LLM-based Search for Image Geolocation—0
ChatQA: Surpassing GPT-4 on Conversational QA and RAG—0
Enhancing Image-Text Matching with Adaptive Feature AggregationCode0
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge—0
BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs—0
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images—0
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search—0
Data Attribution for Diffusion Models: Timestep-induced Bias in Influence EstimationCode0
Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference—0
Foundations of Vector Retrieval—0
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate ChangeCode0
Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging—0
Gene-associated Disease Discovery Powered by Large Language Models—0
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world ClaimsCode0
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task—0
A Chaotic Associative Memory—0
Assisted Knowledge Graph Authoring: Human-Supervised Knowledge Graph Construction from Natural LanguageCode0
The Chronicles of RAG: The Retriever, the Chunk and the Generator—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