English Prompts are Better for NLI-based Zero-Shot Emotion Classification than Target-Language Prompts

no code implementations • 5 Feb 2024 • Patrick Bareiß, Roman Klinger, Jeremy Barnes

This is particularly of interest when we have access to a multilingual large language model, because we could request labels with English prompts even for non-English data.

Emotion Classification Emotion Recognition +3

Code Generation Tools (Almost) for Free? A Study of Few-Shot, Pre-Trained Language Models on Code

no code implementations • 2 Jun 2022 • Patrick Bareiß, Beatriz Souza, Marcelo d'Amorim, Michael Pradel

For example, we find that providing a small natural language description of the code generation task is an easy way to improve predictions.

Code Generation Few-Shot Learning +1