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Marco Valentino
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Cited by
Year
Textgraphs 2021 shared task on multi-hop inference for explanation regeneration
M Thayaparan, M Valentino, P Jansen, D Ustalov
TextGraphs-15 (NAACL 2021), 2021
51*2021
A survey on explainability in machine reading comprehension
M Thayaparan, M Valentino, A Freitas
arXiv preprint arXiv:2010.00389, 2020
442020
A framework for evaluation of machine reading comprehension gold standards
V Schlegel, M Valentino, A Freitas, G Nenadic, R Batista-Navarro
LREC 2020, 2020
292020
Explainable Inference Over Grounding-Abstract Chains for Science Questions
M Thayaparan, M Valentino, A Freitas
ACL 2021 (Findings), 2021
23*2021
Unification-based Reconstruction of Multi-Hop Explanations for Science Questions
M Valentino, M Thayaparan, A Freitas
EACL 2021, 2021
232021
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
212019
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 - Best Task Paper Honorable Mention (ACL 2023), 2023
202023
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration
M Valentino, M Thayaparan, DM Ferreira, A Freitas
AAAI 2022 (Oral), 2022
182022
Case-Based Abductive Natural Language Inference
M Valentino, M Thayaparan, A Freitas
COLING 2022, 2022
14*2022
Adaptive workflows of home-care services
C Di Napoli, M Valentino, L Sabatucci, M Cossentino
WETICE 2018, 2018
132018
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
122022
Does My Representation Capture X? Probe-Ably
D Ferreira, J Rozanova, M Thayaparan, M Valentino, A Freitas
ACL 2021 (Demo Track), 2021
122021
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-Hop Inference
M Thayaparan, M Valentino, D Ferreira, J Rozanova, A Freitas
TACL 2022 (Presented at EMNLP 2022), 2022
10*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
92022
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
92021
A symbolic framework for systematic evaluation of mathematical reasoning with transformers
J Meadows, M Valentino, D Teney, A Freitas
NAACL 2024, 2024
82024
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
72023
Decomposing Natural Logic Inferences in Neural NLI
J Rozanova, D Ferreira, M Valentino, M Thayaparan, A Freitas
BlackboxNLP (EMNLP 2022), 2022
72022
Textgraphs 2022 shared task on natural language premise selection
M Valentino, D Ferreira, M Thayaparan, A Freitas, D Ustalov
TextGraphs-16 (COLING 2022), 2022
72022
Graph databases for designing high-performance speech recognition grammars
M Di Maro, M Valentino, A Riccio, A Origlia
IWCS 2017, 2017
72017
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Articles 1–20