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 7901–7950 of 14297 papers

TitleStatusHype
Navigating Connected Memories with a Task-oriented Dialog System—0
Synopses of Movie Narratives: a Video-Language Dataset for Story Understanding—0
Modeling Exemplification in Long-form Question Answering via Retrieval—0
Revisiting the Roles of “Text” in Text Games—0
How do QA models combine knowledge from LM and 100 passages?—0
A Text-Image Pair Is not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation—0
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies—0
Boosted Dense Retriever—0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents—0
Practical Dataless Text Classification Through Dense Retrieval—0
Open Domain Response Generation Guided by Retrieved Conversations—0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—0
Learning Cross-Lingual IR from an English Retriever—0
An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering—0
Knowledge Base Index Compression via Dimensionality and Precision Reduction—0
Data Augmentation for Biomedical Factoid Question Answering—0
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking—0
Privacy, Interpretability, and Fairness in the Multilingual Space—0
Re2G: Retrieve, Rerank, Generate—0
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval—0
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning—0
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer—0
Measuring Word-Context Biases in Lexical Semantic Datasets—0
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
Table Retrieval Does Not Necessitate Table-specific Model Design—0
CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
Efficient Machine Translation Domain Adaptation—0
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog—0
Double Retrieval and Ranking for Accurate Question Answering—0
Machine Learning for Food Review and Recommendation—0
Asymmetric Hash Code Learning for Remote Sensing Image RetrievalCode1
Characterizing Big Data Management—0
An efficient aggregation method for the symbolic representation of temporal dataCode1
Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based RetrievalCode1
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering—0
Unsupervised Sparse Unmixing of Atmospheric Trace Gases from Hyperspectral Satellite Data—0
Neural Approaches to Conversational Information Retrieval—0
Bridging Video-text Retrieval with Multiple Choice QuestionsCode1
Multi-granularity Association Learning Framework for on-the-fly Fine-Grained Sketch-based Image Retrieval—0
CLIP-Event: Connecting Text and Images with Event StructuresCode1
Diagnosing BERT with Retrieval HeuristicsCode0
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map GenerationCode1
Event-centric Query Suggestion for Online News—0
Structure and Semantics Preserving Document Representations—0
D-Graph: AI-Assisted Design Concept Exploration Graph—0
EP-PQM: Efficient Parametric Probabilistic Quantum Memory with Fewer Qubits and GatesCode0
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image RepresentationsCode0
Multi-Query Video RetrievalCode1
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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