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Shiguang Ni

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
2024

Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation

ACL 2024findings

This research introduces a Positive Reconstruction Framework based on positive psychology theory. Overcoming negative thoughts can be challenging, our objective is to address and reframe them through a positive reinterpretation. To tackle this challenge, a two-fold approach is necessary: identifying…

2021

Semi-Supervised Multimodal Image Translation for Missing Modality Imputation

ICASSP 2021accepted

Missing data is a common problem in multimodal and multi-view learning. It raises a critical challenge for most multimodal algorithms, which are unable to deal with incomplete datasets. Rather than discarding entries with missing modalities, this paper aims to reconstruct the complete image-based mu…

Cited by 0SourceScholar