Wlodek Zadrozny

Orcid: 0000-0003-4844-9117

Affiliations:
  • University of North Carolina at Charlotte, College of Computing, NC, USA
  • IBM T.J. Watson Research Center, Yorktown Heights, NY, USA (former)


According to our database1, Wlodek Zadrozny authored at least 89 papers between 1987 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On the relation between K-L divergence and transfer learning performance on causality extraction tasks.
Nat. Lang. Process. J., 2024

Causality extraction from medical text using Large Language Models (LLMs).
CoRR, 2024

2023
Text to Causal Knowledge Graph: A Framework to Synthesize Knowledge from Unstructured Business Texts into Causal Graphs.
Inf., 2023

Topological Data Analysis in Natural Language Processing - A Tutorial.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

2021
Abstraction, Reasoning and Deep Learning: A Study of the "Look and Say" Sequence.
CoRR, 2021

Machine Reading of Hypotheses for Organizational Research Reviews and Pre-trained Models via R Shiny App for Non-Programmers.
CoRR, 2021

A Note on Argumentative Topology: Circularity and Syllogisms as Unsolved Problems.
CoRR, 2021

MDS_UNCC Question Answering System for Biomedical Data with Preliminary Error Analysis.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020
Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics.
CoRR, 2020

Computing Conceptual Distances between Breast Cancer Screening Guidelines: An Implementation of a Near-Peer Epistemic Model of Medical Disagreement.
CoRR, 2020

Causal Knowledge Extraction from Scholarly Papers in Social Sciences.
CoRR, 2020

Topological Data Analysis in Text Classification: Extracting Features with Additive Information.
CoRR, 2020

A Novel Method of Extracting Topological Features from Word Embeddings.
CoRR, 2020

2019
Learning concept embeddings for dataless classification via efficient bag-of-concepts densification.
Knowl. Inf. Syst., 2019

Patent retrieval: a literature review.
Knowl. Inf. Syst., 2019

Beyond word embeddings: learning entity and concept representations from large scale knowledge bases.
Inf. Retr. J., 2019

Emotion Detection in Text: Focusing on Latent Representation.
CoRR, 2019

Emotional Embeddings: Refining Word Embeddings to Capture Emotional Content of Words.
CoRR, 2019

UVA Wahoos at SemEval-2019 Task 6: Hate Speech Identification using Ensemble Machine Learning.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

UNCC Biomedical Semantic Question Answering Systems. BioASQ: Task-7B, Phase-B.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018
A Short Survey of Topological Data Analysis in Time Series and Systems Analysis.
CoRR, 2018

Emotion Detection in Text: a Review.
CoRR, 2018

A Sheaf Model of Contradictions and Disagreements. Preliminary Report and Discussion.
CoRR, 2018

Topological Signature of 19th Century Novelists: Persistent Homology in Text Mining.
Big Data Cogn. Comput., 2018

Movie Genre Detection Using Topological Data Analysis.
Proceedings of the Statistical Language and Speech Processing, 2018

Toward an Interactive Patent Retrieval Framework based on Distributed Representations.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Computational Surprise in Information Retrieval.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

A Comparison of Neural Network Methods for Accurate Sentiment Analysis of Stock Market Tweets.
Proceedings of the ECML PKDD 2018 Workshops, 2018

A Sheaf Model of Contradictions and Disagreements. A (very) Preliminary Report.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018

Causality Analysis of Twitter Sentiments and Stock Market Returns.
Proceedings of the First Workshop on Economics and Natural Language Processing, 2018

2017
Learning Concept Embeddings for Efficient Bag-of-Concepts Densification.
CoRR, 2017

Identifying Condition-Action Statements in Medical Guidelines Using Domain-Independent Features.
CoRR, 2017

SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines.
Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Short papers, Montpellier, France, September 19, 2017

Can Word Embeddings Help Find Latent Emotions in Text? Preliminary Results.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Mined semantic analysis: A new concept space model for semantic representation of textual data.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Help me find a job: A graph-based approach for job recommendation at scale.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Extracting Condition-action Statements in Medical Guidelines.
Proceedings of the AMIA 2017, 2017

Semantic Representation Using Explicit Concept Space Models.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Prior-Art Relevance Ranking Based on the Examiner's Query Log Content.
Proceedings of the Challenging Problems and Solutions in Intelligent Systems, 2016

Leveraging Large Corpora Using Internet Search for Question Answering.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Innovation Analytics Using Mined Semantic Analysis.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

A Visual Semantic Framework for Innovation Analytics.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Measuring Semantic Relatedness using Mined Semantic Analysis.
CoRR, 2015

Simulating IBM Watson in the Classroom.
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015

Explaining Watson: Polymath Style.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

SustaInno: Toward a Searchable Repository of Sustainability Innovations.
Proceedings of the Artificial Intelligence for Cities, 2015

2014
Watsonsim: Overview of a Question Answering Engine.
CoRR, 2014

Knowledge based dimensionality reduction for technical text mining.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2012
Textual resource acquisition and engineering.
IBM J. Res. Dev., 2012

2011
Statistical source expansion for question answering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2008
Improving Information Access for a Community of Practice Using Business Process as Context.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Business-Activity Driven Search: Addressing the Information Needs of Services Professionals.
Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2002
Natural Language Assistant: A Dialog System for Online Product Recommendation.
AI Mag., 2002

2001
The Role of a Natural Language Conversational Interface in Online Sales: A Case Study.
Int. J. Speech Technol., 2001

Conversational Sales Assistant for Online Shopping.
Proceedings of the First International Conference on Human Language Technology Research, 2001

Natural Language Sales Assistant - A Web-Based Dialog System for Online Sales.
Proceedings of the Thirteenth Innovative Applications of Artificial Intelligence Conference, 2001

2000
Compositionality, Synonymy, and the Systematic Representation of Meaning
CoRR, 2000

Minimum Description Length and Compositionality
CoRR, 2000

Enabling technologies: natural language dialogue for personalized interaction.
Commun. ACM, 2000

Comparative Evaluation of a Natural Language Dialog Based System and a Menu Driven System for Information Access: a Case Study.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

A multi-modal dialog system for business transactions.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

A Tool for Automated Revision of Grammars for NLP Systems.
Proceedings of the 6th Applied Natural Language Processing Conference, 2000

DMML: An XML Language for Interacting with Multi-Modal Dialog Systems.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1998
Evolution of the Conversation Machine: A Case Study of Bringing Advanced Technology to the Marketplace.
Proceedings of the Proceeding of the CHI '98 Conference on Human Factors in Computing Systems, 1998

Conversation Machines for Transaction Processing.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997
Introduction to the Special Issue on Context in Natural Language Processing.
Comput. Intell., 1997

Talking to the Conversation Machine: An Empirical Study.
Proceedings of the Human-Computer Interaction, 1997

1996
Natural Language Processing: Structure and Complexity.
Proceedings of the 8th International Conference on Software Engineering and Knowledge Engineering, 1996

1995
Context and ontology in understanding of dialogs
CoRR, 1995

The Compactness of Construction Grammars
CoRR, 1995

Measuring semantic complexity
CoRR, 1995

From compositional to systematic semantics
CoRR, 1995

Computational Mereology: A Study of Part-of Relations for Multimedia Indexing.
Ann. Math. Artif. Intell., 1995

1994
Is there a prototypical rule of abduction? (Yes, e.g. in proximity based explanations).
J. Exp. Theor. Artif. Intell., 1994

Reasoning with Background Knowledge - A Three-Level Theory.
Comput. Intell., 1994

NL Understanding with a Grammar of Constructions.
Proceedings of the 15th International Conference on Computational Linguistics, 1994

1993
On Rules of Abduction.
Ann. Math. Artif. Intell., 1993

The Paragraph as a Semantic Unit.
Proceedings of the Natural Language Processing: The PLNLP Approach, 1993

1992
Natural Language Processing within a Slot Grammar Framework.
Int. J. Artif. Intell. Tools, 1992

Explanations at the Knowledge Level.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992

On compositional semantics.
Proceedings of the 14th International Conference on Computational Linguistics, 1992

1991
Semantics of Paragraphs.
Comput. Linguistics, 1991

Logical Dimensions of some Graph Formalism.
Proceedings of the Principles of Semantic Networks, 1991

1990
Expressive Power of Grammatical Formalisms.
Proceedings of the 13th International Conference on Computational Linguistics, 1990

1989
Cardinalities and Well Orderings in a Common-Sense Set Theory.
Proceedings of the 1st International Conference on Principles of Knowledge Representation and Reasoning (KR'89). Toronto, 1989

1987
Minimization and Common-Sense Reasoning.
Proceedings of the Methodologies for Intelligent Systems, 1987

Intended Models, Circumscription and Commonsense Reasoning.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

A Theory of Default Reasoning.
Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, 1987


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