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Deborah Ferreira

2 accepted papers

2022

Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration

AAAI 2022technical

Regenerating natural language explanations in the scientific domain has been proposed as a benchmark to evaluate complex multi-hop and explainable inference. In this context, large language models can achieve state-of-the-art performance when employed as cross-encoder architectures and fine-tuned on…

2022

To be or not to be an Integer? Encoding Variables for Mathematical Text

ACL 2022findings

The application of Natural Language Inference (NLI) methods over large textual corpora can facilitate scientific discovery, reducing the gap between current research and the available large-scale scientific knowledge. However, contemporary NLI models are still limited in interpreting mathematical kn…

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