Research output per year
Research output per year
Personal profile
Overview
I am a PhD student in the School of Computer Science at the University of Manchester. My research activity, carried out in the field of Explainable AI, is aimed at building the next generation of AI systems which can explain their reasoning process and facilitate decision-making in contexts with high social and economic impact.
Areas of expertise
- QA76 Computer software
- Explainable AI
- Natural Language Processing
- Machine Learning
Fingerprint
Dive into the research topics where Marco Valentino is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Interventional Probing in High Dimensions: An NLI Case Study
Rozanova, J., Valentino, M., Cordeiro, L. & Freitas, A., 2 May 2023, Findings of the European chapter of Association for Computational Linguistics (Findings of EACL), 2023..Research output: Chapter in Book/Report/Conference proceeding › Entry for encyclopedia/dictionary › peer-review
Open Access -
Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration
Valentino, M., Thayaparan, M., Mendes Ferreira, D. & Freitas, A., 1 Dec 2021, (Accepted/In press) 36th AAAI Conference on Artificial Intelligence .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Unification-based Reconstruction of Multi-hop Explanations for Science Questions
Valentino, M., Thayaparan, M. & Freitas, A., 21 Apr 2021, (E-pub ahead of print) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, Vol. Main Volume. p. 200-211Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile24 Downloads (Pure) -
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
File55 Downloads (Pure) -
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks
Thayaparan, M., Valentino, M., Schlegel, V. & Freitas, A., 1 Nov 2019, Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13). Hong Kong: Association for Computational Linguistics, p. 42-51 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Thesis
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Explanation-Based Scientific Natural Language Inference
Author: Valentino, M., 31 Dec 2022Supervisor: Freitas, A. (Supervisor) & Mu, T. (Supervisor)
Student thesis: Phd
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