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 6401–6450 of 14297 papers

TitleStatusHype
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering—0
Improving Entity Retrieval on Structured Data—0
Exploring LLM-based Agents for Root Cause Analysis—0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment—0
Artifacts Detection and Error Block Analysis from Broadcasted Videos—0
Improving Factuality with Explicit Working Memory—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model—0
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration—0
Improving Grapheme-to-Phoneme Conversion through In-Context Knowledge Retrieval with Large Language Models—0
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs—0
Exploring Inherent Properties of the Monophonic Melody of Songs—0
Cross-modal Search Method of Technology Video based on Adversarial Learning and Feature Fusion—0
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering—0
CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering—0
Improving information retrieval through correspondence analysis instead of latent semantic analysis—0
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues—0
Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation—0
Improving Language Models via Plug-and-Play Retrieval Feedback—0
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging—0
Improving Legal Case Retrieval with Brain Signals—0
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities—0
Integrating Contextual Knowledge to Visual Features for Fine Art Classification—0
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations—0
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection—0
Cross-modal Zero-shot Hashing—0
Debiasing Gender Bias in Information Retrieval Models—0
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax—0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Cross-Probe BERT for Efficient and Effective Cross-Modal Search—0
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning—0
ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models—0
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning—0
Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations—0
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding—0
Is Cross-lingual Evaluation Only About Cross-lingual?—0
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Exploring EEG for Object Detection and Retrieval—0
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization—0
Exploring Diverse Expressions for Paraphrase Generation—0
Cloud Optical Thickness Retrievals Using Angle Invariant Attention Based Deep Learning Models—0
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness—0
Improving Performance Of English-Hindi Cross Language Information Retrieval Using Transliteration Of Query Terms—0
A Hopfield-like model with complementary encodings of memories—0
Xu: An Automated Query Expansion and Optimization Tool—0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search—0
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning—0
Cloud detection machine learning algorithms for PROBA-V—0
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets—0
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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