Daisy Zhe Wang

CoRR, 2024

No more optimization rules: LLM-enabled policy-based multi-modal query optimizer.

[BibT_eX]

[DOI]

Haodi Ma

CoRR, 2024

Xling: A Learned Filter Framework for Accelerating High-Dimensional Approximate Similarity Join.

[BibT_eX]

[DOI]

Vyom Pathak

CoRR, 2024

M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Improving Rare Tree Species Classification Using Domain Knowledge.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Question Answering for Electronic Health Records: A Scoping Review of datasets and models.

[BibT_eX]

[DOI]

Jayetri Bardhan

Kirk Roberts

CoRR, 2023

Simple Rule Injection for ComplEx Embeddings.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge.

[BibT_eX]

[DOI]

Haodi Ma

CoRR, 2023

MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question Answering.

[BibT_eX]

[DOI]

Yang Bai

Anthony M. Colas

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Reasoning with Language Model is Planning with World Model.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Learned Accelerator Framework for Angular-Distance-Based High-Dimensional DBSCAN.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Can Knowledge Graphs Simplify Text?

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval.

[BibT_eX]

[DOI]

Haodi Ma

Proc. VLDB Endow., 2022

Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph.

[BibT_eX]

[DOI]

CoRR, 2022

Knowledge Base Completion using Web-Based Question Answering and Multimodal Fusion.

[BibT_eX]

[DOI]

CoRR, 2022

DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation.

[BibT_eX]

[DOI]

Anthony M. Colas

Mehrdad Alvandipour

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Extensible Database Simulator for Fast Prototyping In-Database Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering.

[BibT_eX]

[DOI]

Yang Bai

CoRR, 2021

Hotel2vec: Learning Hotel Embeddings from User Click Sessions with Side Information.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Recommenders in Tourism co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), 2021

EventNarrative: A Large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

ChronoR: Rotation Based Temporal Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Ali Sadeghian

Mohammadreza Armandpour

Anthony M. Colas

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

TutorialVQA: Question Answering Dataset for Tutorial Videos.

[BibT_eX]

[DOI]

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision.

[BibT_eX]

[DOI]

CoRR, 2019

GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.

[BibT_eX]

[DOI]

Proceedings of the 2019 Text Analysis Conference, 2019

Mining Rules Incrementally over Large Knowledge Bases.

[BibT_eX]

[DOI]

Xiaofeng Zhou

Ali Sadeghian

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs.

[BibT_eX]

[DOI]

Ali Sadeghian

Mohammadreza Armandpour

Patrick Ding

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Using FHIR to Construct a Corpus of Clinical Questions Annotated with Logical Forms and Answers.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

2018

Managing Probabilistic Entity Extraction.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Ten Years of WebTables.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study.

[BibT_eX]

[DOI]

Meghan Brennan

Sahil Puri

Tezcan Ozrazgat-Baslanti

CoRR, 2018

Automatic semantic edge labeling over legal citation graphs.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2018

GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.

[BibT_eX]

[DOI]

Proceedings of the 2018 Text Analysis Conference, 2018

2017

In-database batch and query-time inference over probabilistic graphical models using UDA-GIST.

[BibT_eX]

[DOI]

VLDB J., 2017

Archimedes: Efficient Query Processing over Probabilistic Knowledge Bases.

[BibT_eX]

[DOI]

SIGMOD Rec., 2017

Multimodal Learning for Web Information Extraction.

[BibT_eX]

[DOI]

Dihong Gong

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Extracting Visual Knowledge from the Web with Multimodal Learning.

[BibT_eX]

[DOI]

Dihong Gong

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

ScaLeKB: scalable learning and inference over large knowledge bases.

[BibT_eX]

[DOI]

VLDB J., 2016

ArchimedesOne: Query Processing over Probabilistic Knowledge Bases.

[BibT_eX]

[DOI]

Xiaofeng Zhou

Proc. VLDB Endow., 2016

SigmaKB: Multiple Probabilistic Knowledge Base Fusion.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Multimodal Ensemble Fusion for Disambiguation and Retrieval.

[BibT_eX]

[DOI]

Chunsheng Victor Fang

IEEE Multim., 2016

University of Florida 2016 Slot Filler Validation system.

[BibT_eX]

[DOI]

Proceedings of the 2016 Text Analysis Conference, 2016

Ontological Pathfinding.

[BibT_eX]

[DOI]

Soumitra Siddharth Johri

Proceedings of the 2016 International Conference on Management of Data, 2016

Consensus Maximization Fusion of Probabilistic Information Extractors.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Query-Driven Sampling for Collective Entity Resolution.

[BibT_eX]

[DOI]

Christan Earl Grant

Michael L. Wick

Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Scalable Image Retrieval with Multimodal Fusion.

[BibT_eX]

[DOI]

Xiaofeng Zhou

Chunsheng Victor Fang

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2015

UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

A Challenge for Long-Term Knowledge Base Maintenance.

[BibT_eX]

[DOI]

Christan Earl Grant

ACM J. Data Inf. Qual., 2015

University of Florida DSR Lab System for KBP Slot Filler Validation 2015.

[BibT_eX]

[DOI]

Proceedings of the 2015 Text Analysis Conference, 2015

Probabilistic Ensemble Fusion for Multimodal Word Sense Disambiguation.

[BibT_eX]

[DOI]

Chunsheng Victor Fang

Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

A Topic-Based Search, Visualization, and Exploration System.

[BibT_eX]

[DOI]

Christan Earl Grant

Clint Pazhayidam George

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014

Efficient In-Database Analytics with Graphical Models.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2014

Knowledge expansion over probabilistic knowledge bases.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Streaming Fact Extraction for Wikipedia Entities at Web-Scale.

[BibT_eX]

[DOI]

Morteza Shahriari Nia

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

SMART Electronic Legal Discovery Via Topic Modeling.

[BibT_eX]

[DOI]

Clint Pazhayidam George

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

2013

University of Florida Knowledge Base Acceleration.

[BibT_eX]

[DOI]

Morteza Shahriari Nia

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

GPText: Greenplum parallel statistical text analysis framework.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Data Analytics in the Cloud, 2013

CASTLE: Crowd-Assisted System for Text Labeling and Extraction.

[BibT_eX]

[DOI]

Tim Kraska

Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

A Probabilistic Knowledge Base System.

[BibT_eX]

[DOI]

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

The MADlib Analytics Library or MAD Skills, the SQL.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Automatic Knowledge Base Construction using Probabilistic Extraction, Deductive Reasoning, and Human Feedback.

[BibT_eX]

[DOI]

Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

A Machine Learning Based Topic Exploration and Categorization on Surveys.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

MADden: query-driven statistical text analytics.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Extracting and Querying Probabilistic Information in BayesStore.

[BibT_eX]

[DOI]

PhD thesis, 2011

Hybrid in-database inference for declarative information extraction.

[BibT_eX]

[DOI]

Michael J. Franklin

Michael L. Wick

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Selectivity estimation for extraction operators over text data.

[BibT_eX]

[DOI]

Shivakumar Vaithyanathan

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

Querying Probabilistic Information Extraction.

[BibT_eX]

[DOI]

Michael J. Franklin

Proc. VLDB Endow., 2010

Probabilistic declarative information extraction.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Functional Dependency Generation and Applications in Pay-As-You-Go Data Integration Systems.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on the Web and Databases, 2009

2008

BayesStore: managing large, uncertain data repositories with probabilistic graphical models.

[BibT_eX]

[DOI]

Eirinaios Michelakis

Proc. VLDB Endow., 2008

WebTables: exploring the power of tables on the web.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Uncovering the Relational Web.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on the Web and Databases, 2008

2007

Granularity Conscious Modeling for Probabilistic Databases.

[BibT_eX]

[DOI]

Eirinaios Michelakis

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Probabilistic Data Management for Pervasive Computing: The <i>Data Furnace</i> Project.

[BibT_eX]

[DOI]

Kurt P. Brown

Michael J. Franklin