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Dimitrios Christofidellis

2 accepted papers

2023

Unifying Molecular and Textual Representations via Multi-task Language Modelling

ICML 2023poster

The recent advances in neural language models have also been successfully applied to the field of chemistry, offering generative solutions for classical problems in molecular design and synthesis planning. These new methods have the potential to fuel a new era of data-driven automation in scientific…

2023

Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection

EMNLP 2023long findings

Intent discovery is a crucial task in natural language processing, and it is increasingly relevant for various of industrial applications. Identifying novel, unseen intents from user inputs remains one of the biggest challenges in this field. Herein, we propose Zero-Shot-BERT-Adapters, a two-stage m…

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