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 11511200 of 14297 papers

TitleStatusHype
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
KTRL+F: Knowledge-Augmented In-Document SearchCode1
LLatrieval: LLM-Verified Retrieval for Verifiable GenerationCode1
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense RetrievalCode1
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level informationCode1
Weakly supervised cross-modal learning in high-content screeningCode1
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D DataCode1
GLEN: Generative Retrieval via Lexical Index LearningCode1
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-trainingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive LearningCode1
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite HistoryCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long DocumentsCode1
Poisoning Retrieval Corpora by Injecting Adversarial PassagesCode1
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and MappingCode1
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language UnderstandingCode1
Benchingmaking Large Langage Models in Biomedical Triple ExtractionCode1
LipSim: A Provably Robust Perceptual Similarity MetricCode1
A Prior Instruction Representation Framework for Remote Sensing Image-text RetrievalCode1
Structured Multi-Track Accompaniment Arrangement via Style Prior ModellingCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
MUSER: A Multi-View Similar Case Retrieval DatasetCode1
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language ModelsCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
NERetrieve: Dataset for Next Generation Named Entity Recognition and RetrievalCode1
Merging Generated and Retrieved Knowledge for Open-Domain QACode1
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module PluginCode1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language ModelCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
Fast and Accurate Factual Inconsistency Detection Over Long DocumentsCode1
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal AdapterCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language ModelsCode1
A Comprehensive Evaluation of Large Language Models on Legal Judgment PredictionCode1
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language ModelsCode1
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language ModelingCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language ModelsCode1
Enhancing Conversational Search: Large Language Model-Aided Informative Query RewritingCode1
PaLI-3 Vision Language Models: Smaller, Faster, StrongerCode1
Vision-by-Language for Training-Free Compositional Image RetrievalCode1
Fine-Tuning LLaMA for Multi-Stage Text RetrievalCode1
Language Models are Universal EmbeddersCode1
The Uncertainty-based Retrieval Framework for Ancient Chinese CWS and POSCode1
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented ModelsCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
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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