Search Results for author: Tommaso Green

Found 4 papers, 3 papers with code

Massively Multilingual Lexical Specialization of Multilingual Transformers

no code implementations1 Aug 2022 Tommaso Green, Simone Paolo Ponzetto, Goran Glavaš

While pretrained language models (PLMs) primarily serve as general-purpose text encoders that can be fine-tuned for a wide variety of downstream tasks, recent work has shown that they can also be rewired to produce high-quality word representations (i. e., static word embeddings) and yield good performance in type-level lexical tasks.

Bilingual Lexicon Induction Retrieval +5

X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents

1 code implementation30 May 2022 Sotaro Takeshita, Tommaso Green, Niklas Friedrich, Kai Eckert, Simone Paolo Ponzetto

The number of scientific publications nowadays is rapidly increasing, causing information overload for researchers and making it hard for scholars to keep up to date with current trends and lines of work.

Extreme Summarization Machine Translation +1

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