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Marc Pàmies

2 accepted papers

2022

BigBio: A Framework for Data-Centric Biomedical Natural Language Processing

NeurIPS 2022accept

Training and evaluating language models increasingly requires the construction of meta-datasets -- diverse collections of curated data with clear provenance. Natural language prompting has recently lead to improved zero-shot generalization by transforming existing, supervised datasets into a variety…

2020

XED: A Multilingual Dataset for Sentiment Analysis and Emotion Detection

COLING 2020main

We introduce XED, a multilingual fine-grained emotion dataset. The dataset consists of human-annotated Finnish (25k) and English sentences (30k), as well as projected annotations for 30 additional languages, providing new resources for many low-resource languages. We use Plutchik’s core emotions to…