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 12011250 of 14297 papers

TitleStatusHype
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented GenerationCode1
Retrieval augmentation of large language models for lay language generationCode1
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph ParsingCode1
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationCode1
CenterCLIP: Token Clustering for Efficient Text-Video RetrievalCode1
CCL: Continual Contrastive Learning for LiDAR Place RecognitionCode1
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingCode1
Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsCode1
FELM: Benchmarking Factuality Evaluation of Large Language ModelsCode1
FIRE: Fact-checking with Iterative Retrieval and VerificationCode1
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate SpeechCode1
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 DataCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
AI Literature Review SuiteCode1
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
Exploring the Spectrum of Visio-Linguistic Compositionality and RecognitionCode1
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote SensingCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
Exploring Hint Generation Approaches in Open-Domain Question AnsweringCode1
Exploring Visual Interpretability for Contrastive Language-Image Pre-trainingCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Exploring Dense Retrieval for Dialogue Response SelectionCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
CARE: a Benchmark Suite for the Classification and Retrieval of EnzymesCode1
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object RecognitionCode1
Data Curation Alone Can Stabilize In-context LearningCode1
Exploiting Novel GPT-4 APIsCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language ModelsCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
Can large language models reason about medical questions?Code1
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data AugmentationCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale ExtractionCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
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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