MentalMAC: Enhancing Large Language Models for Detecting Mental Manipulation via Multi-Task Anti-Curriculum Distillation

MentalMAC: Enhancing Large Language Models for Detecting Mental Manipulation via Multi-Task Anti-Curriculum Distillation

21 May 2025

Papers citing "MentalMAC: Enhancing Large Language Models for Detecting Mental Manipulation via Multi-Task Anti-Curriculum Distillation"

11 / 11 papers shown

Title
Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text Andrei Jarca Florinel-Alin Croitoru Radu Tudor Ionescu 82 1 0 18 Feb 2025
Detecting Conversational Mental Manipulation with Intent-Aware Prompting Jiayuan Ma Hongbin Na Zehua Wang Yining Hua Yue Liu Wei Wang Ling-Hao Chen 92 5 0 11 Dec 2024
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up Jiahao Yuan Dehui Du Hao Zhang Zixiang Di Usman Naseem LRM 51 5 0 16 Oct 2024
Enhanced Detection of Conversational Mental Manipulation Through Advanced Prompting Techniques Ivory Yang Xiaobo Guo Sean Xie Soroush Vosoughi 67 7 0 14 Aug 2024
MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations Yuxin Wang Ivory Yang Saeed Hassanpour Soroush Vosoughi AAML 55 11 0 26 May 2024
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 254 526 0 03 May 2023
CHAMPAGNE: Learning Real-world Conversation from Large-Scale Web Videos Seungju Han Jack Hessel Nouha Dziri Yejin Choi Youngjae Yu VGen 45 18 0 17 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 631 13,788 0 15 Mar 2023
Toxicity Detection with Generative Prompt-based Inference Yau-Shian Wang Y. Chang 117 37 0 24 May 2022
When Do Curricula Work? Xiaoxia Wu Ethan Dyer Behnam Neyshabur 47 115 0 05 Dec 2020
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 241 19,523 0 09 Mar 2015