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 8251–8300 of 14297 papers

TitleStatusHype
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Assessing Effectiveness of Using Internal Signals for Check-Worthy Claim Identification in Unlabeled Data for Automated Fact-Checking—0
Practical and Light-weight Secure Aggregation for Federated Submodel Learning—0
Classification of Goods Using Text Descriptions With Sentences Retrieval—0
LISN @ WMT 2021—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
FJWU Participation for the WMT21 Biomedical Translation Task—0
Decoding Word Embeddings with Brain-Based Semantic Features—0
An in-depth look at Euclidean disk embeddings for structure preserving parsing—0
Personalized Search-based Query Rewrite System for Conversational AI—0
Detection of Puffery on the English WikipediaCode0
Neural Re-rankers for Evidence Retrieval in the FEVEROUS Task—0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
Modeling Entity Knowledge for Fact Verification—0
Verdict Inference with Claim and Retrieved Elements Using RoBERTa—0
The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared Task—0
Combining sentence and table evidence to predict veracity of factual claims using TaPaS and RoBERTa—0
FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured information—0
Evidence Selection as a Token-Level Prediction TaskCode1
Matching-oriented Embedding Quantization For Ad-hoc RetrievalCode1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence AnnotationCode1
Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval—0
Code-switched inspired losses for spoken dialog representations—0
Exploring Methods for Generating Feedback Comments for Writing LearningCode0
Leveraging Capsule Routing to Associate Knowledge with Medical Literature HierarchicallyCode0
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak DecoderCode1
MRF-Chat: Improving Dialogue with Markov Random Fields—0
Detecting Health Advice in Medical Research LiteratureCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
Image Retrieval for Arguments Using Stance-Aware Query Expansion—0
Multi-Vector Attention Models for Deep Re-ranking—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval—0
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language QueriesCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—0
An Exploratory Study on Long Dialogue Summarization: What Works and What’s NextCode0
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question AnsweringCode0
Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots—0
MURAL: Multimodal, Multitask Representations Across Languages—0
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding—0
Improving Embedding-based Large-scale Retrieval via Label Enhancement—0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning—0
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval—0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
A Free Format Legal Question Answering System—0
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking—0
Masking Modalities for Cross-modal Video Retrieval—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