Multilingual Text Summarization on Financial Documents

no code implementations • FNP (LREC) 2022 • Negar Foroutan, Angelika Romanou, Stéphane Massonnet, Rémi Lebret, Karl Aberer

The language models were fine-tuned on a financial document collection of three languages (English, Spanish, and Greek) and aim to identify the beginning of the summary narrative part of the document.

Abstractive Text Summarization

An Efficient Active Learning Pipeline for Legal Text Classification

no code implementations • 15 Nov 2022 • Sepideh Mamooler, Rémi Lebret, Stéphane Massonnet, Karl Aberer

However, most AL strategies require a set of labeled samples to start with, which is expensive to acquire.

Active Learning Knowledge Distillation +2