Marco Valentino

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André FreitasUniversity of Manchester | Idiap Research InstituteVerified email at manchester.ac.uk
Mokanarangan ThayaparanUniversity of ManchesterVerified email at manchester.ac.uk
Deborah FerreiraPhD student - Computer Science - The University of ManchesterVerified email at manchester.ac.uk
Julia RozanovaUniversity of ManchesterVerified email at manchester.ac.uk
Maël JullienThe University of ManchesterVerified email at postgrad.manchester.ac.uk
Jordan MeadowsDepartment of Computer Science, University of ManchesterVerified email at postgrad.manchester.ac.uk
Viktor SchlegelDeputy Director IN-CYPHER Programme @ IGS, Imperial College LondonVerified email at imperial.ac.uk
Ian Pratt-HartmannSchool of Computer Science, University of ManchesterVerified email at cs.man.ac.uk
Dmitry UstalovJetBrainsVerified email at jetbrains.com
Danilo S. CarvalhoUniversity of ManchesterVerified email at manchester.ac.uk
Damien TeneyIdiap Research InstituteVerified email at idiap.ch
Claudia Di NapoliIstituto di Calcolo e Reti ad Alte Prestazioni - C.N.R.Verified email at cnr.it
Goran NenadicDepartment of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Riza Batista-NavarroSenior Lecturer in Text Mining, Department of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Louise DennisDepartment of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Xin QuanUniversity of ManchesterVerified email at postgrad.manchester.ac.uk
Yingji ZhangUniversity of ManchesterVerified email at postgrad.manchester.ac.uk
Maria Di MaroPhD Student, Università degli Studi di Napoli 'Federico II'Verified email at unina.it
Antonio OrigliaUniversity of Naples "Federico II"Verified email at unina.it
Luca SabatucciICAR - CNRVerified email at icar.cnr.it

Marco Valentino

Idiap Research Institute

Verified email at idiap.ch - Homepage

Natural Language Processing Neurosymbolic AI Explanation


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SemEval-2024 task 2: Safe biomedical natural language inference for clinical trials M Jullien, M Valentino, A Freitas SemEval 2024 @ NAACL 2024, 2024	52	2024
A survey on explainability in machine reading comprehension M Thayaparan, M Valentino, A Freitas arXiv preprint arXiv:2010.00389, 2020	49	2020
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data M Jullien, M Valentino, H Frost, P O'Regan, D Landers, A Freitas SemEval 2023 @ ACL 2023 (Best Task Paper Honorable Mention), 2023	43	2023
Unification-based Reconstruction of Multi-Hop Explanations for Science Questions M Valentino, M Thayaparan, A Freitas EACL 2021, 2021	36*	2021
A framework for evaluation of machine reading comprehension gold standards V Schlegel, M Valentino, A Freitas, G Nenadic, R Batista-Navarro LREC 2020, 2020	35	2020
Explainable inference over grounding-abstract chains for science questions M Thayaparan, M Valentino, A Freitas ACL 2021 (Findings), 2021	31*	2021
NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports M Jullien, M Valentino, H Frost, P O'Regan, D Landers, A Freitas EMNLP 2023, 2023	24	2023
Case-Based Abductive Natural Language Inference M Valentino, M Thayaparan, A Freitas COLING 2022, 2022	24*	2022
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration M Valentino, M Thayaparan, DM Ferreira, A Freitas AAAI 2022 (Oral), 2022	24	2022
Identifying supporting facts for multi-hop question answering with document graph networks M Thayaparan, M Valentino, V Schlegel, A Freitas TextGraphs-13 @ EMNLP 2019, 2019	24	2019
To be or not to be an Integer? Encoding Variables for Mathematical Text D Ferreira, M Thayaparan, M Valentino, J Rozanova, A Freitas ACL 2022 (Findings), 2022	17	2022
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-Hop Inference M Thayaparan, M Valentino, D Ferreira, J Rozanova, A Freitas TACL 2022, 2022	15*	2022
Do transformers encode a foundational ontology? Probing abstract classes in natural language M Jullien, M Valentino, A Freitas arXiv preprint arXiv:2201.10262, 2022	13	2022
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards M Valentino, I Pratt-Hartmann, A Freitas IWCS 2021, 2021	13	2021
Does My Representation Capture X? Probe-Ably D Ferreira, J Rozanova, M Thayaparan, M Valentino, A Freitas ACL 2021 (Demo Track), 2021	13	2021
Adaptive workflows of home-care services C Di Napoli, M Valentino, L Sabatucci, M Cossentino WETICE 2018, 2018	13	2018
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers J Meadows, M Valentino, D Teney, A Freitas NAACL 2024, 2024	12*	2024
Controlling Equational Reasoning in Large Language Models with Prompt Interventions J Meadows, M Valentino, A Freitas AAAI 2025 (Oral), 2025	11*	2025
Textgraphs 2022 shared task on natural language premise selection M Valentino, D Ferreira, M Thayaparan, A Freitas, D Ustalov TextGraphs-16 @ COLING 2022, 2022	11	2022
Textgraphs 2021 shared task on multi-hop inference for explanation regeneration M Thayaparan, M Valentino, P Jansen, D Ustalov TextGraphs-15 @ NAACL 2021, 2021	11	2021

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