Riza Theresa Batista-Navarro

Search results

• 2023

  Are Machine Reading Comprehension Systems Robust to Context Paraphrasing?

  Wu, Y., Schlegel, V. & Batista-Navarro, R., 4 Nov 2023, Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: Volume 2: Short Papers. Association for Computational Linguistics, p. 184-196

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Human Performance 100%

• Argument mining as a multi-hop generative machine reading comprehension task

  Liu, B., Schlegel, V., Batista-Navarro, R. T. & Ananiadou, S., 6 Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics, p. 10846–10858 13 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Generative 100%
  • Argumentative text 100%
  • Argument Structure 100%
  • Reading Comprehension 100%
  • Natural Language Processing 50%

• Entity Coreference and Co-occurrence Aware Argument Mining from Biomedical Literature

  Liu, B., Schlegel, V., Batista-Navarro, R. T. & Ananiadou, S., 13 Jul 2023, Proceedings of the 4th Workshop on Computational Approaches to Discourse (CODI 2023). Association for Computational Linguistics, p. 54–60 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Biomedical Literature 100%
  • Experimental Result 100%
  • Argumentation 100%
  • Oriented Graph 100%

• MMT’s Submission for the WMT 2023 Quality Estimation Shared Task

  Wu, Y., Schlegel, V., Beck, D. & Batista-Navarro, R., 1 Dec 2023, Proceedings of the Eighth Conference on Machine Translation. p. 856-862

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Data Augmentation 100%
  • Effective Method 50%
  • Performance Gap 50%
  • Word Embedding 50%
  • Performance Improvement 50%
• 2022

  Incorporating Zoning Information into Argument Mining from Biomedical Literature

  Liu, B., Schlegel, V., Batista-Navarro, R. T. & Ananiadou, S., 6 Apr 2022, (Accepted/In press) 13th International Conference on Language Resources and Evaluation. Vol. Proceedings of the 13th International Conference on Language Resources and Evaluation.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Biomedical Literature 100%
  • Annotation 100%
  • Scientific Domain 100%
  • Classification Task 100%
  • Relatedness 100%
• 2021

  Interactive Clustering of Cooking Recipe Instructions: Towards the Automatic Detection of Events Involving Kitchen Devices

  Ventirozos, F., Jacobo Romero, M., Clinch, S. & Batista-Navarro, R. T., 3 Mar 2021, IEEE 15th International Conference on Semantic Computing ICSC 2021: Virtual Conference 27 -29 January 2021. California: IEEE Computer Society , p. 341-346 6 p. (International Conference on Semantic Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Automatic Detection 100%
  • Interactive 100%
  • Frame-work 66%
  • Action 66%

• IoT Cooking Workflows for End-Users: A Comparison Between Behaviour Trees and the DX-MAN Model

  Ventirozos, F., Batista-Navarro, R. T., Clinch, S. & Arellanes Molina, D., 20 Dec 2021, 24th International Conference on Model-Driven Engineering Languages and Systems MODELS 2021: 10–15 October 2021 Virtual Event. California: IEEE Computer Society , p. 341-350 10 p. (ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C); vol. 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • User Requirement 100%
  • Semantic Representation 50%

• Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension?

  Wu, Y., Schlegel, V. & Batista-Navarro, R., 1 Apr 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics, p. 3565-3579

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Language Understanding 100%
  • Natural-Language Understanding 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Relative Change 100%
• 2020

  A Framework for Evaluation of Machine Reading Comprehension Gold Standards

  Schlegel, V., Valentino, M., Freitas, A., Nenadic, G. & Batista-Navarro, R., 1 May 2020, 12th International Conference on Language Resources and Evaluation. European Language Resources Association, Vol. Proceedings of the 12th Language Resources and Evaluation Conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File

  • Gold Standard 100%
  • Annotation 33%
  • Performance Issue 33%
  • Background Knowledge 33%
  73 Downloads (Pure)

• ParlVote: A corpus for sentiment analysis of political debates

  Abercrombie, G. & Batista-Navarro, R., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Semantics Altering Modifications for Evaluating Comprehension in Machine Reading

  Schlegel, V., Nenadic, G. & Batista-Navarro, R. T., 1 Dec 2020, (Accepted/In press) AAAI 21: Proceedings of the 35th AAAI Conference. Association for the Advancement of Artificial Intelligence, Vol. Proceedings of the 35th AAAI Conference. 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Evaluation Methodology 100%
  • Training Dataset 100%
• 2019

  Policy Preference Detection in Parliamentary Debate Motions

  Abercrombie, G. & Batista-Navarro, R. T., 2019, Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL). Association for Computational Linguistics, p. 249-259 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Annotation 100%
  • Granularity 33%
  • Representation Model 33%
  • Labeling Scheme 33%
  • Labeled Example 33%

• Semantic Frame Embeddings for Detecting Relations between Software Requirements

  Alhoshan, W., Batista-Navarro, R. T. & Zhao, L., 1 May 2019, Proceedings of the 13th International Conference on Computational Semantics - Student Papers. Gothenburg: Association for Computational Linguistics, p. 44-51 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Engineering Analysis 100%

• Studying the Evolution of the ‘Circular Economy’ Concept using Topic Modelling

  Mahanty, S., Boons, F., Handl, J. & Batista-Navarro, R. T., 24 Oct 2019, Intelligent Data Engineering and Automated Learning – IDEAL 2019: 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part II. Yin, H., Camacho, D., Tino, P., Tallón-Ballesteros, A. J., Menezes, R. & Allmendinger, R. (eds.). Springer Nature, p. 259-270 12 p. 127. (Lecture Notes in Computer Science; vol. 11872).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Circular Economy 100%
  • Business Model 100%
  • Chinese 50%
  • Sustainable Development 50%
  • Micro Level 50%

• Topic Modelling vs Distant Supervision: A Comparative Evaluation based on the Classification of Parliamentary Enquiries

  Batista-Navarro, R. T. & Hawkins, O., 2019, Digital Libraries for Open Knowledge. Springer Nature, Vol. 11799 . (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Comparative Evaluation 100%
  • Topic Modeling 100%
  • Representation Learning 33%
  • Performance Model 33%
  • Superior Performance 33%
  129 Downloads (Pure)

• Understanding the Evolution of Circular Economy through Language Change

  Mahanty, S., Boons, F., Handl, J. & Batista-Navarro, R. T., 2 Aug 2019, Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change. Florence, Italy, p. 250-253 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

• Using Frame Embeddings to Identify Semantically Related Software Requirements

  Alhoshan, W., Batista-Navarro, R. T. & Zhao, L., 12 Feb 2019, 2nd Workshop on Natural Language Processing for Requirements Engineering .

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Software Requirements 100%
  • Requirements Analysis 16%
  • Labeled Data Set 16%
  • Software Development Tool 16%
  • Requirement Document 16%
• 2018

  Analyzing Sentiments Expressed on Twitter by UK Energy Company Consumers

  Ikoro, V., Sharmina, M., Malik, K. & Batista-Navarro, R., 2018, 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• A Sentiment-labelled Corpus of Hansard Parliamentary Debate Speeches

  Abercrombie, G. & Batista-Navarro, R. T., 7 May 2018, ParlaCLARIN.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Sentiment 100%
  • Corpus 100%
  • Parliamentary Debate 100%
  • Sentiment Analysis 100%
  • Voting Behavior 50%

• 'Aye' or 'No'? Speech-level Sentiment Analysis of Hansard UK Parliamentary Debate Transcripts

  Abercrombie, G. & Batista-Navarro, R. T., 7 May 2018, LREC 2018, Eleventh International Conference on Language Resources and Evaluation. European Language Resources Association

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Contextual 100%
  • Parliamentary Debate 100%
  • Sentiment Analysis 100%
  • UK 100%
  • Indicative 66%
  792 Downloads (Pure)

• Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions

  Abercrombie, G. & Batista-Navarro, R. T., 31 Oct 2018, Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis. Association for Computational Linguistics, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File

  • Parliamentary Debate 100%
  • Automatic Processing 16%
  233 Downloads (Pure)

• Towards a corpus of requirements documents enriched with semantic frame annotations

  Alhoshan, W., Batista-Navarro, R. & Zhao, L., 2018, Proceedings - 2018 IEEE 26th International Requirements Engineering Conference, RE 2018.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Using Semantic Frames to Identify Related Textual Requirements: An Initial Validation

  Alhoshan, W., Batista-Navarro, R. T. & Zhao, L., 11 Oct 2018, Proceedings of the ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM). Association for Computing Machinery

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Identifying Relationship 100%
  • Textual Requirement 100%
• 2017

  Clustering Cancer Drugs According to their Mechanisms of Action

  Ali, S. A. & Batista-Navarro, R., 2017, CEUR Workshop Proceedings.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2016

  A text mining framework for accelerating the semantic curation of literature

  Batista-Navarro, R., Hammock, J., Ulate, W. & Ananiadou, S., 10 Aug 2016, Research and Advanced Technology for Digital Libraries : 20th International Conference on Theory and Practice of Digital Libraries, TPDL 2016 Hannover, Germany, September 5-9, 2016 proceedings. Springer Nature, p. 459-462 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9819).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Text Mining 100%
  • Annotation 100%
  • Digital Libraries 50%
  • Recognizer 50%
  • Semantic Metadata 50%
  183 Downloads (Pure)

• Facilitating and promoting web annotation with Argo

  Shardlow, M., Przybyla, P., Batista-Navarro, R. T., Carter, J., McNaught, J. & Ananiadou, S., 2016, Proceedings of I Annotate 2016.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2015

  Adapting ChER for the recognition of chemical mentions in patents

  Batista-Navarro, R. T. & Ananiadou, S., 2015, Proceedings of the Fifth BioCreative Challenge Evaluation Workshop. Seville, Spain, p. 149-153

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Augmenting the Medical Subject Headings vocabulary with semantically rich variants to improve disease mention normalisation

  Batista-Navarro, R. T. & Ananiadou, S., 2015, Proceedings of the Fifth BioCreative Challenge Evaluation Workshop. Seville, Spain, p. 311-316

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Bridging text-mined biomolecular events to pathway models using approximate subgraph matching techniques

  Batista-Navarro, R. T., Nawaz, R., Zerva, C. & Ananiadou, S., 2015, Proceedings of the 16th International Conference on Systems Biology, Singapore.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Development of bespoke machine learning and biocuration workflows in a BioC-supporting text mining workbench.

  Batista-Navarro, R. T., Carter, J. & Ananiadou, S., 2015, Proceedings of the Fifth BioCreative Challenge Evaluation Workshop. Seville, Spain, p. 51-56

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Semi-automatic curation of chronic obstructive pulmonary disease phenotypes using Argo.

  Batista-Navarro, R. T., Carter, J. & Ananiadou, S., 2015, Proceedings of the Fifth BioCreative Challenge Evaluation Workshop. Seville, Spain, p. 406-408

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Unlocking knowledge in biodiversity legacy literature through automatic semantic metadata extraction.

  Batista-Navarro, R. T., Ulate, W., Hammock, J., Kontonatsios, G., Rose-Sandler, T. & Ananiadou, S., 2015, Proceedings of the TDWG 2015 Annual Conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2014

  A Strategy for Annotating Clinical Records with Phenotypic Information relating to the Chronic Obstructive Pulmonary Disease

  Fu, X., Batista-Navarro, R. T., Rak, R. & Ananiadou, S., 2014, Proceedings of the Phenotype day at ISMB 2014. p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Enriching the legacy literature with OCR corrections and text-mined semantic metadata.

  Batista-Navarro, R. T., Islam, A., Ulate, W., Hammock, J., Soto, A., Ananiadou, S. & Milios, E., 2014, Proceedings of the TDWG 2014 Annual Conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Interoperability and Customisation of Annotation Schemata in Argo

  Rak, R., Rowley, A., Carter, J., Batista-Navarro, R. T. & Ananiadou, S., May 2014, Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). European Language Resources Association, p. 3837-3842 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2013

  Chemistry-specific Features and Heuristics for Developing a CRF-based Chemical Named Entity Recogniser

  Batista-Navarro, R. T., Rak, R. & Ananiadou, S., Oct 2013, Proceedings of the Fourth BioCreative Challenge Evaluation Workshop. Vol. 2. p. 55-59 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Customisable Curation Workflows in Argo

  Rak, R., Batista-Navarro, R. T., Rowley, A., Carter, J. & Ananiadou, S., Oct 2013, Proceedings of the Fourth BioCreative Challenge Evaluation Workshop. Vol. 1. p. 270-278 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications

  Mihaila, C., Kontonatsios, G., Thompson, P., Batista-Navarro, R. T., Mihaila, C., Korkontzelos, I., Ananiadou, S., Butt, M. (Editor) & Hussain, S. (Editor), Aug 2013, Proceedings of the System Demonstration Session at The 51st Annual Meeting of the Association for Computational Linguistics. Butt, M. & Hussain, S. (eds.). Association for Computational Linguistics, p. 43-48 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• NaCTeM CTD Web Services

  Batista-Navarro, R. T., Rak, R. & Ananiadou, S., Oct 2013, Proceedings of the Fourth BioCreative Challenge Evaluation Workshop. Vol. 1. p. 85-89 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• NaCTeM’s BioC Modules and Resources for BioCreative IV

  Rak, R., Batista-Navarro, R. T., Rowley, A., Miwa, M., Carter, J. & Ananiadou, S., Oct 2013, Proceedings of the Fourth BioCreative Challenge Evaluation Workshop. Vol. 1. p. 61-67 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Supporting Discourse Phenomena in an Interoperable NLP Framework

  Batista-Navarro, R. T., Kontonatsios, G., Mihaila, C., Thompson, P., Nawaz, R., Korkontzelos, I. & Ananiadou, S., 2013, host publication.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Towards a Better Understanding of Discourse: Integrating Multiple Discourse Annotation Perspectives Using UIMA

  Mihaila, C., Kontonatsios, G., Batista-Navarro, R. T., Thompson, P., Korkontzelos, I. & Ananiadou, S., Aug 2013, Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse. p. 79-88 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2012

  Analysing Entity Type Variation across Biomedical Subdomains

  Mihaila, C., Batista-Navarro, R. T. & Ananiadou, S., 26 May 2012, Proceedings of the Third Workshop on Building and Evaluating Resources for Biomedical Text Mining (BioTxtM 2012). p. 1-7 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File
  52 Downloads (Pure)

• What's in a Name? Entity Type Variation across Two Biomedical Subdomains

  Batista-Navarro, R. T. & Ananiadou, S., Apr 2012, Proceedings of the Student Research Workshop at the 13th Conference of the European Chapter of the Association for Computational Linguistics. p. 38-45 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File
  39 Downloads (Pure)
• 2011

  Adapting the Cluster Ranking Supervised Model to Resolve Coreferences in the Drug Literature

  Batista-Navarro, R. T. & Ananiadou, S., Dec 2011, Proceedings of the Fourth International Symposium on Languages in Biology and Medicine (LBM 2011). p. 71-77 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Building a coreference-annotated corpus from the domain of biochemistry

  Batista-Navarro, R. T., Cohen, K. (Editor), Demner-Fushman, D. (Editor), Ananiadou, S. (Editor), Pestian, J. (Editor), Tsujii, J. (Editor) & Webber, B. (Editor), Jun 2011, Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, ACL-HLT 2011. Cohen, K., Demner-Fushman, D., Ananiadou, S., Pestian, J., Tsujii, J. & Webber, B. (eds.). Association for Computational Linguistics, p. 83-91 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  File
  51 Downloads (Pure)

• Discovering Potential Drugs by Extracting Biological Activities of Natural Products

  Ananiadou, S. & Batista-Navarro, R. T., Jan 2011, Workshop on Mining the Pharmacogenomics Literature, Pacific Symopsium on Biocomputing 2011.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File
  70 Downloads (Pure)
• 2010

  NaCTeM Systems for BioCreative III PPI Tasks

  Wang, X., Rak, R., Restificar, A., Nobata, C., Rupp, C., Batista-Navarro, R. T., Nawaz, R. & Ananiadou, S., 2010, Proceedings of the BioCreative III Workshop. p. 142-147 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution