The objective of this task is to classify social media texts according to whether they express hope or not. The goal is to identify both explicit and implicit expressions of desire, expectation, or optimism, even when they appear in complex linguistic structures. The texts are labeled as Hope or Not Hope.
Publication
Butt, S. et al. 2025. Overview of PolyHope at IberLEF 2025: Optimism, Expectation or Sarcasm? Procesamiento del Lenguaje Natural, 75, pp. 461-474.
Competition
Language
Spanish
English
NLP topic
Dataset
Year
2025
Publication link
Task results
| System | MacroF1 Sort ascending | Levenshtein distance |
|---|---|---|
| michaelibrahim | 0.8720 | 93.38 |
| rogeliorjr1 | 0.8710 | 97.24 |
| nayeem01 | 0.8710 | 105.18 |
| vandan1712 | 0.8680 | |
| vishesh2002 | 0.8680 |
