Publications of Marco Valentino sorted by journal and type
Transactions of the Association for Computational Linguistics
| Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-Hop Inference, , , , and , in: Transactions of the Association for Computational Linguistics, 2022 |
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The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (2024)
| A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference, , and , in: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024 |
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) (2024)
| A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers, , , and , in: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
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The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) (2024)
| Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement, , , and , in: The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024 |
The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (2024)
| Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models, , and , in: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024 |
Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) (2024)
| Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders, , , , and , in: Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024 |
The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024) (2024)
| Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions, , and , in: The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024 |
Proceedings of The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023) (2023)
| NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports, , , , , and , in: Proceedings of The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023 |
Findings of the 17th European Chapter of the Association for Computational Linguistics (2023)
| On Interventional Probing in High Dimensions: An NLI Case Study, , , and , in: Findings of the 17th European Chapter of the Association for Computational Linguistics, 2023 |
Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023) (2023)
| SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data, , , , , and , in: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), Association for Computational Linguistics, 2023 |
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Proceedings of the 29th International Conference on Computational Linguistics (2022)
| Case-Based Abductive Natural Language Inference, , and , in: Proceedings of the 29th International Conference on Computational Linguistics, 2022 |
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BlackBoxNLP: Workshop on analyzing and interpreting neural networks for NLP (2022)
| Decomposing Natural Logic Inferences for Neural NLI, , , , and , in: BlackBoxNLP: Workshop on analyzing and interpreting neural networks for NLP, 2022 |
Thirty-Sixth AAAI Conference on Artificial Intelligence (2022)
| Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration, , , and , in: Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022 |
Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing (2022)
| TextGraphs 2022 Shared Task on Natural Language Premise Selection, , , , and , in: Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing, 2022 |
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Findings of the ACL (2022)
| To be or not to be an Integer? Encoding Variables for Mathematical Text, , , , and , in: Findings of the ACL, 2022 |
14th International Conference on Computational Semantics (2021)
| Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards, , and , in: 14th International Conference on Computational Semantics, 2021 |
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59th Annual Meeting of the Association for Computational Linguistics (Demonstration track) (2021)
| Does My Representation Capture X? Probe-Ably, , , , and , in: 59th Annual Meeting of the Association for Computational Linguistics (Demonstration track), 2021 |
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14th International Conference on Computational Semantics (2021)
| Encoding Explanatory Knowledge for Zero-shot Science Question Answering, , , and , in: 14th International Conference on Computational Semantics, 2021 |
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59th Annual Meeting of the Association for Computational Linguistics (ACL Findings) (2021)
| Explainable Inference Over Grounding-Abstract Chains for Science Questions, , and , in: 59th Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2021 |
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16th conference of the European Chapter of the Association for Computational Linguistics (EACL) (2021)
| Explainable Natural Language Reasoning via Conceptual Unification, , and , in: 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
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Natural Logic Meets Machine Learning Workshop (2021)
| Supporting Context Monotonicity Abstractions in Neural NLI Models, , , , and , in: Natural Logic Meets Machine Learning Workshop, 2021 |
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16th conference of the European Chapter of the Association for Computational Linguistics (2021)
| Unification-based Reconstruction of Multi-hop Explanations for Science Questions, , and , in: 16th conference of the European Chapter of the Association for Computational Linguistics, 2021 |
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