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PolyHope-M Shared Task at RANLP 2025: Call for Participation

Participate in the PolyHope-M Shared Task at RANLP 2025, focusing on detecting and categorizing hope-related expressions in multiple languages.

Researchers are invited to participate in the PolyHope-M Shared Task at RANLP 2025, a challenge focused on advancing the computational understanding of hope across multiple languages. This task involves detecting and categorizing hope-related expressions in English, German, Spanish, and Urdu social media texts.

The task introduces a nuanced multiclass classification approach to distinguish between:

  • Generalized Hope: A broad sense of optimism not tied to specific outcomes.
  • Realistic Hope: Expectations grounded in achievable goals.
  • Unrealistic Hope: Desires for outcomes that are unlikely or impossible.
  • Not Hope: Texts that do not express hope.

Participants will develop NLP models for two main subtasks:

  • Binary Hope Speech Detection: Classifying texts as Hope or Not Hope.
  • Multiclass Hope Speech Detection: Distinguishing between different types of hope expressions.

Important dates include:

  • Training data release: February 20, 2025
  • Evaluation data release & evaluation start: February 25, 2025
  • Evaluation end: March 25, 2025
  • Publication of official results: March 26, 2025
  • Paper submission deadline: April 26, 2025
  • Author notifications: May 10, 2025
  • Camera-ready submission: June 10, 2025
  • Shared task presentation at RANLP 2025: September 11-12, 2025

For more details and participation guidelines, visit the PolyHope-M Competition Page and the RANLP Website.

Tags: PolyHope-M, RANLP 2025, NLP, Hope Speech Detection, Multiclass Classification, Social Media Texts, Natural Language Processing