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Jiajun Tan

3 accepted papers

2025

DeepWell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion

EMNLP 2025

Promoting positive mental health and well-being, especially in adolescents, is a critical yet underexplored area in natural language processing (NLP). Most existing NLP research focuses on clinical therapy or psychological counseling for the general population, which does not adequately address the

Cited by 0SourcePDFScholar
2025

The Mirage of Model Editing: Revisiting Evaluation in the Wild

ACL 2025long

Despite near-perfect results reported in the literature, the effectiveness of model editing in real-world applications remains unclear. To bridge this gap, we introduce QAEdit, a new benchmark aligned with widely used question answering (QA) datasets, and WILD, a task-agnostic evaluation framework d…

2024

The Fall of ROME: Understanding the Collapse of LLMs in Model Editing

EMNLP 2024finding

Despite significant progress in model editing methods, their application in real-world scenarios remains challenging as they often cause large language models (LLMs) to collapse. Among them, ROME is particularly concerning, as it could disrupt LLMs with only a single edit. In this paper, we study th…

Cited by 8SourcePDFScholar