André Freitas
Orcid: 0000-0002-4430-4837
According to our database1,
André Freitas
authored at least 186 papers
between 2010 and 2024.
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Bibliography
2024
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
2023
A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data.
BMC Bioinform., December, 2023
Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy.
J. Biomed. Informatics, June, 2023
Comput. Linguistics, March, 2023
Assessing the communication gap between AI models and healthcare professionals: Explainability, utility and trust in AI-driven clinical decision-making.
Artif. Intell., March, 2023
A Canonical Context-Preserving Representation for Open IE: Extracting Semantically Typed Relational Tuples from Complex Sentences.
Knowl. Based Syst., 2023
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces.
CoRR, 2023
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders.
CoRR, 2023
Relation Extraction in underexplored biomedical domains: A diversity-optimised sampling and synthetic data generation approach.
CoRR, 2023
Empowering Cross-lingual Abilities of Instruction-tuned Large Language Models by Translation-following demonstrations.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery.
CoRR, 2023
A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers.
CoRR, 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation.
CoRR, 2023
CoRR, 2023
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks.
CoRR, 2023
CoRR, 2023
CoRR, 2023
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
Proceedings of the 17th IEEE International Conference on Semantic Computing, 2023
Mystery in the Ecological Park: An Interactive Narrative to Promote Interaction with Biodiversity.
Proceedings of the Entertainment Computing - ICEC 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
2022
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference.
Trans. Assoc. Comput. Linguistics, 2022
Trans. Assoc. Comput. Linguistics, 2022
CoRR, 2022
CoRR, 2022
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers.
CoRR, 2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives.
CoRR, 2022
Biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data.
CoRR, 2022
CoRR, 2022
Scientific Explanation and Natural Language: A Unified Epistemological-Linguistic Perspective for Explainable AI.
CoRR, 2022
Do Transformers Encode a Foundational Ontology? Probing Abstract Classes in Natural Language.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
PhysNLU: A Language Resource for Evaluating Natural Language Understanding and Explanation Coherence in Physics.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 25th International Conference on Extending Database Technology, 2022
Proceedings of the Diagrammatic Representation and Inference, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022
2021
Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information?
CoRR, 2021
CoRR, 2021
∂-Explainer: Abductive Natural Language Inference via Differentiable Convex Optimization.
CoRR, 2021
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards.
CoRR, 2021
A Comparative Study of Deep Neural Network Models on Multi-Label Text Classification in Finance.
Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
What's Your Value of Travel Time? Collecting Traveler-Centered Mobility Data via Crowdsourcing.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021
Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes.
Proceedings of the Semantic Web - 18th International Conference, 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
STAR: Cross-modal [STA]tement [R]epresentation for selecting relevant mathematical premises.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Number and Quality of Diagrams in Scholarly Publications is Associated with Number of Citations.
Proceedings of the Diagrammatic Representation and Inference, 2021
Proceedings of the Diagrammatic Representation and Inference, 2021
Understanding Scholarly Neural Network System Diagrams Through Application of VisDNA.
Proceedings of the Diagrammatic Representation and Inference, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Determinants of the Effective Use of UGC (User-Generated Content) on Hotel Room Bookings by Portuguese Travellers.
Int. J. Online Mark., 2020
CoRR, 2020
Understanding scholarly Natural Language Processing system diagrams through application of the Richards-Engelhardt framework.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Attentive recurrent text categorisation models using word-category cross embedding on financial comments.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020
Proceedings of the Natural Language Processing and Information Systems, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Natural Language Premise Selection: Finding Supporting Statements for Mathematical Text.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the Knowledge-Based Software Engineering: 2020, 2020
SKG4J 2020: 1st International Workshop on Semantic and Knowledge Graph Advances for Journalism.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Querying and Searching Heterogeneous Knowledge Graphs in Real-time Linked Dataspaces.
Proceedings of the Real-time Linked Dataspaces, 2020
2019
DisSim: A Discourse-Aware Syntactic Text Simplification Frameworkfor English and German.
CoRR, 2019
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks.
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Proceedings of the 12th International Conference on Natural Language Generation, 2019
DisSim: A Discourse-Aware Syntactic Text Simplification Framework for English and German.
Proceedings of the 12th International Conference on Natural Language Generation, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Data Knowl. Eng., 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
FinSSLx: A Sentiment Analysis Model for the Financial Domain Using Text Simplification.
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
The SSIX Corpora: Three Gold Standard Corpora for Sentiment Analysis in English, Spanish and German Financial Microblogs.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Proceedings of the COLING 2018, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
OKBQA: an Open Collaboration Framework for Development of Natural Language Question-Answering over Knowledge Bases.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
Proceedings of the Natural Language Processing and Information Systems, 2017
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017
2016
Int. J. Semantic Comput., 2016
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories.
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016
Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 2016
NNBlocks: A Deep Learning Framework for Computational Linguistics Neural Network Models.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016
Proceedings of the Joint Proceedings of the Posters and Demos Track of the 12th International Conference on Semantic Systems, 2016
Proceedings of the 12th International Conference on Semantic Systems, 2016
Word Tagging with Foundational Ontology Classes: Extending the WordNet-DOLCE Mapping to Verbs.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016
Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016
Proceedings of the COLING 2016, 2016
Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon, 2016
Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon, 2016
Proceedings of the Computational History and Data-Driven Humanities, 2016
2015
Approximate and selective reasoning on knowledge graphs: A distributional semantics approach.
Data Knowl. Eng., 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Demonstrating a Linked Data Platform for Finite Element Biosimulations of Cochlear Mechanics.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015
How hard is this query? Measuring the Semantic Complexity of Schema-agnostic Queries.
Proceedings of the 11th International Conference on Computational Semantics, 2015
Proceedings of the 11th International Conference on Semantic Systems, 2015
Proceedings of the Semantic Web Evaluation Challenges, 2015
Extending inner-ear anatomical concepts in the Foundational Model of Anatomy (FMA) ontology.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
Proceedings of the 2015 AAAI Spring Symposia, 2015
2014
A Semantic Web Platform for Automating the Interpretation of Finite Element Bio-simulations.
Proceedings of the 7th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2014
Proceedings of the 10th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014
Proceedings of the Reasoning Web. Reasoning on the Web in the Big Data Era, 2014
Proceedings of the Natural Language Processing and Information Systems, 2014
A Distributional Semantics Approach for Selective Reasoning on Commonsense Graph Knowledge Bases.
Proceedings of the Natural Language Processing and Information Systems, 2014
Natural language queries over heterogeneous linked data graphs: a distributional-compositional semantics approach.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014
Proceedings of the Foundations of Information and Knowledge Systems, 2014
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014
2013
Querying linked data graphs using semantic relatedness: A vocabulary independent approach.
Data Knowl. Eng., 2013
Answering natural language queries over linked data graphs: a distributional semantics approach.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013
Proceedings of the 24th International Workshop on Database and Expert Systems Applications, 2013
Towards a semantic representation for multi-scale finite element biosimulation experiments.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013
2012
Querying Heterogeneous Datasets on the Linked Data Web: Challenges, Approaches, and Trends.
IEEE Internet Comput., 2012
A Semantic Best-Effort Approach for Extracting Structured Discourse Graphs from Wikipedia.
Proceedings of the Web of Linked Entities Workshop, Boston, USA, November 11, 2012, 2012
Proceedings of the ACM Symposium on Applied Computing, 2012
Proceedings of the Workshop on Semantic Web for Provenance Management, 2012
Proceedings of the Workshop on Semantic Web for Provenance Management, 2012
2011
Int. J. Semantic Comput., 2011
Future Gener. Comput. Syst., 2011
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011
Proceedings of the Natural Language Processing and Information Systems, 2011
Proceedings of the Natural Language Processing and Information Systems, 2011
2010
Proceedings of the Second International Workshop on the role of Semantic Web in Provenance Management, 2010
Proceedings of the Linking Enterprise Data, 2010