Cover Image

Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zheng, Li, Zhang, Xin, He, Shuyi, Li, Fei, Teng, Chong, Yang, Jiangming, Ji, Donghong, Li, Zhuang
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dynamic Emotion and Personality Profiling for Multimodal Deception Detection
by: Zheng, Li, et al.
Published: (2026)

Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge
by: Zheng, Li, et al.
Published: (2025)

DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement
by: Lin, Shaoqing, et al.
Published: (2025)

TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis
by: Wu, Xiaorui, et al.
Published: (2025)

Counterfactual LLM-based Framework for Measuring Rhetorical Style
by: Qiu, Jingyi, et al.
Published: (2025)

CMNER: A Chinese Multimodal NER Dataset based on Social Media
by: Ji, Yuanze, et al.
Published: (2024)

Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis
by: He, Kang, et al.
Published: (2026)

DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning
by: He, Kang, et al.
Published: (2025)

Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing
by: Zhou, Chengjie, et al.
Published: (2024)

Identifying and Transferring Reasoning-Critical Neurons: Improving LLM Inference Reliability via Activation Steering
by: Dong, Fangan, et al.
Published: (2026)

Zero-Shot Conversational Stance Detection: Dataset and Approaches
by: Ding, Yuzhe, et al.
Published: (2025)

Rhetorical Questions in LLM Representations: A Linear Probing Study
by: Yao, Louie Hong, et al.
Published: (2026)

Multi-Granular Multimodal Clue Fusion for Meme Understanding
by: Zheng, Li, et al.
Published: (2025)

CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays
by: Liu, Nuowei, et al.
Published: (2024)

NeuronMoE: Neuron-Guided Mixture-of-Experts for Efficient Multilingual LLM Extension
by: Li, Rongzhi, et al.
Published: (2026)

DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations
by: Zhang, Yazhou, et al.
Published: (2023)

Chinese Essay Rhetoric Recognition Using LoRA, In-context Learning and Model Ensemble
by: Lai, Yuxuan, et al.
Published: (2026)

Code-MIE: A Code-style Model for Multimodal Information Extraction with Scene Graph and Entity Attribute Knowledge Enhancement
by: Liu, Jiang, et al.
Published: (2026)

Modeling Unified Semantic Discourse Structure for High-quality Headline Generation
by: Xu, Minghui, et al.
Published: (2024)

Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm
by: Gao, Qiang, et al.
Published: (2024)

"Reasoning" with Rhetoric: On the Style-Evidence Tradeoff in LLM-Generated Counter-Arguments
by: Verma, Preetika, et al.
Published: (2024)

PRCCF: A Persona-guided Retrieval and Causal-aware Cognitive Filtering Framework for Emotional Support Conversation
by: Luo, Yanxin, et al.
Published: (2026)

Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction
by: Yuan, Mengying, et al.
Published: (2025)

Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic Information
by: Gao, Qiang, et al.
Published: (2024)

Semantic Change Characterization with LLMs using Rhetorics
by: de Sá, Jader Martins Camboim, et al.
Published: (2024)

On Narrative: The Rhetorical Mechanisms of Online Polarisation
by: Elfes, Jan, et al.
Published: (2026)

Truth Neurons
by: Li, Haohang, et al.
Published: (2025)

LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics
by: Fu, Yumeng, et al.
Published: (2024)

Style-Specific Neurons for Steering LLMs in Text Style Transfer
by: Lai, Wen, et al.
Published: (2024)

Neuron-Level Emotion Control in Speech-Generative Large Audio-Language Models
by: Zhao, Xiutian, et al.
Published: (2026)

Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models
by: Zhao, Xiutian, et al.
Published: (2026)

A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling
by: Ji, Shiyu, et al.
Published: (2025)

Bilingual Rhetorical Structure Parsing with Large Parallel Annotations
by: Chistova, Elena
Published: (2024)

Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition
by: Ma, Ziyang, et al.
Published: (2023)

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
by: Zhu, Kejian, et al.
Published: (2025)

Vaccine Rhetorics
by: Lawrence, Heidi Yoston
Published: (2022)

Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion
by: Singh, Smriti, et al.
Published: (2023)

End-to-End Argument Mining over Varying Rhetorical Structures
by: Chistova, Elena
Published: (2024)

Bridging Discourse Treebanks with a Unified Rhetorical Structure Parser
by: Chistova, Elena
Published: (2025)

CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition
by: Li, Jiang, et al.
Published: (2023)