Author

Ria Mundhra

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#natural language process... Preprint Sep 2026

Look What You Made Us Cluster: Hate Narrative Extraction from Reddit Discourse

This work presents an extraction pipeline that represents narratives as entity-evaluation pairs, and illustrates this narrative pipeline with English Reddit comments from 2024 that criticize Taylor Swift, analyzing a representative cluster that exhibits hate speech patterns to demonstrate its interpretive value.

A. K. L. Chua, Forster J. Khoo, Joel C. R. Tan et al. · 0 citations

Jun 2026

Using LLMs for Explainable, Data-Driven Insight Generation from Time Series

Results show that generated explanations approached analyst-written explanations in terms of readability, consistency and persuasiveness, demonstrating that grounded explanation generation for time series forecasting can be achieved at scale without domain-specific fine-tuning.

Ria Mundhra, G. S. dos Santos, Michael Benedikt · arXiv.org · 0 citations