LLM-Based Web Data Collection for Research Dataset Creation. - Thomas Berkane; Marie-Laure Charpignon; Maimuna S. Majumder (EMNLP (Findings), 2025)

The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data. - Sunith Vallabhaneni; Thomas Berkane; Maimuna S. Majumder (EACL (System Demonstrations), 2026)