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cs.CL2025
A Multi-Stage Workflow for the Review of Marketing Content with Reasoning Large Language Models
Alberto Purpura, Emily Chen, Swapnil Shinde
Reasoning Large Language Models (LLMs) have shown promising results when tasked with solving complex problems. In this paper, we propose and evaluate a multi-stage workflow that le…
cs.CL2025
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection
Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar +2
We address the problem of data scarcity in harmful text classification for guardrailing applications and introduce GRAID (Geometric and Reflective AI-Driven Data Augmentation), a n…
cs.CL2024
Revisiting Absence withSymptoms that *T* Show up Decades Later to Recover Empty Categories
Emily Chen, Nicholas Huang, Casey Robinson +3
This paper explores null elements in English, Chinese, and Korean Penn treebanks. Null elements contain important syntactic and semantic information, yet they have typically been t…