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Andre Freitas
First name(s): Andre
Last name(s): Freitas
Email: andre.freitas@idiap.ch
Institute: Idiap Research Institute

Publications of Andre Freitas sorted by first author
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On Interventional Probing in High Dimensions: An NLI Case Study, Julia Rozanova, Marco Valentino, Lucas Cordeiro and Andre Freitas, in: Findings of the 17th European Chapter of the Association for Computational Linguistics, 2023
Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models, Julia Rozanova, Marco Valentino and Andre Freitas, in: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024

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A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference, Mokanarangan Thayaparan, Marco Valentino and Andre Freitas, in: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024
Explainable Inference Over Grounding-Abstract Chains for Science Questions, Mokanarangan Thayaparan, Marco Valentino and Andre Freitas, in: 59th Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2021
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Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions, Marco Valentino, Danilo Carvalho and Andre Freitas, in: The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024
Reasoning with Natural Language Explanations, Marco Valentino and Andre Freitas, in: In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2024
Multi-Operational Mathematical Derivations in Latent Space, Marco Valentino, Jordan Meadows, Lan Zhang and Andre Freitas, in: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
TextGraphs 2022 Shared Task on Natural Language Premise Selection, Marco Valentino, Deborah Mendes, Mokanarangan Thayaparan, Andre Freitas and Dmitry Ustalov, in: Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing, 2022
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Case-Based Abductive Natural Language Inference, Marco Valentino, Mokanarangan Thayaparan and Andre Freitas, in: Proceedings of the 29th International Conference on Computational Linguistics, 2022
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Explainable Natural Language Reasoning via Conceptual Unification, Marco Valentino, Mokanarangan Thayaparan and Andre Freitas, in: 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
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Unification-based Reconstruction of Multi-hop Explanations for Science Questions, Marco Valentino, Mokanarangan Thayaparan and Andre Freitas, in: 16th conference of the European Chapter of the Association for Computational Linguistics, 2021
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What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP, Oskar Wysocki, Malina Florea, Donal Landers and Andre Freitas, in: EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery, Oskar Wysocki, Magdalena Wysocka, Danilo Carvalho, Alex Bogatu, Danilo Gusicuma, Maxime Delmas, Harriet Unsworth and Andre Freitas, in: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, ACL, Bangkok, Thailand, pages 355-364, 2024
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Consistent Autoformalization for Constructing Mathematical Libraries, Lan Zhang, Xin Quan and Andre Freitas, in: The 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks, Yingji Zhang, Danilo Carvalho and Andre Freitas, in: The 62nd Annual Meeting of the Association for Computational Linguistics, 2024
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders, Yingji Zhang, Danilo Carvalho, Marco Valentino, Ian Pratt-Hartmann and Andre Freitas, in: Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024
Encoding Explanatory Knowledge for Zero-shot Science Question Answering, Zili Zhou, Marco Valentino, Donal Landers and Andre Freitas, in: 14th International Conference on Computational Semantics, 2021
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