Textgraphs 2021 shared task on multi-hop inference for explanation regeneration M Thayaparan, M Valentino, P Jansen, D Ustalov TextGraphs-15 (NAACL 2021), 2021 | 52* | 2021 |
A survey on explainability in machine reading comprehension M Thayaparan, M Valentino, A Freitas arXiv preprint arXiv:2010.00389, 2020 | 44 | 2020 |
A framework for evaluation of machine reading comprehension gold standards V Schlegel, M Valentino, A Freitas, G Nenadic, R Batista-Navarro LREC 2020, 2020 | 30 | 2020 |
Explainable Inference Over Grounding-Abstract Chains for Science Questions M Thayaparan, M Valentino, A Freitas ACL 2021 (Findings), 2021 | 24* | 2021 |
Unification-based Reconstruction of Multi-Hop Explanations for Science Questions M Valentino, M Thayaparan, A Freitas EACL 2021, 2021 | 23 | 2021 |
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 | 22 | 2023 |
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 | 22 | 2019 |
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration M Valentino, M Thayaparan, DM Ferreira, A Freitas AAAI 2022 (Oral), 2022 | 20 | 2022 |
SemEval-2024 task 2: Safe biomedical natural language inference for clinical trials M Jullien, M Valentino, A Freitas SemEval 2024 (NAACL 2024), 2024 | 17 | 2024 |
Case-Based Abductive Natural Language Inference M Valentino, M Thayaparan, A Freitas COLING 2022, 2022 | 15* | 2022 |
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 | 14 | 2022 |
Adaptive workflows of home-care services C Di Napoli, M Valentino, L Sabatucci, M Cossentino WETICE 2018, 2018 | 13 | 2018 |
Does My Representation Capture X? Probe-Ably D Ferreira, J Rozanova, M Thayaparan, M Valentino, A Freitas ACL 2021 (Demo Track), 2021 | 12 | 2021 |
Do transformers encode a foundational ontology? Probing abstract classes in natural language M Jullien, M Valentino, A Freitas arXiv preprint arXiv:2201.10262, 2022 | 11 | 2022 |
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 Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards M Valentino, I Pratt-Hartmann, A Freitas IWCS 2021, 2021 | 10 | 2021 |
A symbolic framework for systematic evaluation of mathematical reasoning with transformers J Meadows, M Valentino, D Teney, A Freitas NAACL 2024, 2024 | 9 | 2024 |
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 | 9 | 2023 |
Textgraphs 2022 shared task on natural language premise selection M Valentino, D Ferreira, M Thayaparan, A Freitas, D Ustalov TextGraphs-16 (COLING 2022), 2022 | 8 | 2022 |
Decomposing Natural Logic Inferences in Neural NLI J Rozanova, D Ferreira, M Valentino, M Thayaparan, A Freitas BlackboxNLP (EMNLP 2022), 2022 | 7 | 2022 |