Emotion

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Period ending 2026-09-14

11 new papers

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Period ending 2026-09-07

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  1. Do Speech Emphasis Models Generalize across Languages and Emotions?

    Jun 26, 2026Megan Wei, Deepali Aneja, Jiaqi Su +3Multilingual Automatic Speech RecognitionProsodic Features

  2. MER-R1: Multimodal Emotion Reasoning via Slow-Fast Thinking Synergy

    Jun 26, 2026Zhiyuan Han, Beier Zhu, Wenwen Tong +8Multimodal Emotion RecognitionEmotion

  3. Where Do Models Find Happiness? Emotion Vectors in Open-Source LLMs

    Jun 25, 2026Sinie van der Ben, Raphaël Baur, Yannick Metz +1Valence-Arousal EstimationEmotion

  4. SAC^2-Net: Semantic Anchoring and Complementary-Consensus Fusion for Multimodal Micro-Expression Recognition

    Jun 24, 2026Xuepeng Zheng, Tong Chen, Chaoping Gui +3Multimodal Emotion RecognitionFacial Expression Recognition

  5. Omni-Perception Policy Optimization for Multimodal Emotion Reasoning

    Jun 24, 2026Zhiyuan Han, Beier Zhu, Wenwen Tong +6Multimodal ReasoningMultimodal Emotion Recognition

  6. VA-DPO: Valence-Arousal Direct Preference Optimization for Controllable Emotion Generation in Language Models

    Jun 23, 2026Hyunwoo KimValence-Arousal EstimationVision-Language Reasoning

  7. Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment

    Jun 23, 2026Takuya Hasumi, Welly NaptaliMusic UnderstandingInstruction Tuning

  8. Comparative Reasoning: Making an Audio Language Model Better at Comparing Emotions

    Jun 23, 2026Abinay Reddy Naini, Jaeyeon Kim, Chao-Han Huck Yang +2Speech Emotion RecognitionLarge Audio Language Models

  9. Self-Stigma Is Not a Monolith, but Generic Empathy Is: Persona-Conditioned LLM Support for People Who Use Drugs

    Jun 22, 2026Layla Bouzoubaa, Rezvaneh RezapourPersonasEmpathy

  10. Unmasking LAION-5B: Age, Gender, Race, and Emotion Biases in Large-Scale Image Datasets

    Jun 22, 2026Iris Dominguez-Catena, Daniel Paternain, Mikel GalarLarge Language Model BiasDemographics

  11. PRIDE: Privileged Information-enhanced Distillation for Empathetic Dialogue Generation

    Jun 22, 2026Jiaqiang Wu, Zhouan Zhu, Shangfei WangEmpathyInstruction-Tuned Large Language Models

  12. A Controlled Study of CLIP-Based Body-Scene Fusion for Emotion Recognition in Context

    Jun 20, 2026Zubair Abbas, Muhammad Umair, Muqaddas HameedEmotion RecognitionControlled Study

  13. MindTailor: Personalized Emotional Support via Post History-Grounded Case Formulation and Collaborative Refinement

    Jun 20, 2026Suhyun Han, Kyunghyun Cho, JinYeong BakEmotional SupportMental Health

  14. Learning Robust Pair Confidence for Multimodal Emotion-Cause Pair Extraction

    Jun 17, 2026Zhuangzhuang Pan, Ning Dong, Yingna Su +1Multimodal Emotion RecognitionConfidence Calibration

  15. CDER-SME: A Cross-Device Event-RGB Micro-Expression Dataset under Multi-Level Stress Induction

    Jun 16, 2026Jingting Li, Hui Sha, Su-Jing WangMultimodal Emotion RecognitionMultimodal Dataset

  16. From Affect Prediction to Affect Forecasting: Evidence for Distinct Information Sources in Longitudinal Text

    Jun 15, 2026Sadia Noor, Seemab Latif, Raja Khurram Shahzad +1Affective ComputingAffective Cues

  17. Steering Emotional Dynamics for Art Therapy: Controllable Narrative Script Generation through Hierarchically Guided LLM Agents

    Jun 15, 2026Suqing Wang, Qinghai Miao, Chao Guo +1Narrative GenerationEmotional Support

  18. The Circumplex Degeneracy Behind the Rare-Class Limit in Affect Recognition

    Jun 14, 2026Van Thong Huynh, Hong Hai Nguyen, Soo-Hyung KimRare EventsExtreme Class Imbalance

  19. MAF: Multimodal Adaptive Few-shot Prompting for Sentiment Analysis with MLLMs

    Jun 14, 2026Hangling XieMultimodal Emotion RecognitionSentiment Analysis

  20. EIBench: A Simulator-Based Benchmark and Turn-Credit RL for Emotion Management

    Jun 14, 2026Rongzhi Zhu, Xiang Huang, Yuchuan Wu +8EmotionEvaluation Benchmarks

  21. When Cognitive Graphs Meet LLMs: BDEI Cognitive Pathways for Panic Emotional Arousal Prediction

    Jun 13, 2026Mengzhu Liu, Long Qin, Chuan Ai +6Valence-Arousal EstimationThreat Models

  22. Deep Temporal Modeling and Ensemble Fusion for Multimodal Emotion Recognition from Physiological Signals

    Jun 12, 2026Desta Haileselassie Hagos, Saurav Keshari Aryal, Patrick Ymele-Leki +2Multimodal Emotion RecognitionPhysiological Signals

  23. Explainable and Trustworthy Speech Emotion Recognition Using Confidence Score and Reinforcement Learning Rectified Speech Emotion Descriptors

    Jun 12, 2026Youjun Chen, Xurong Xie, Mengzhe Geng +9Speech Emotion RecognitionProsodic Features

  24. Mood-Aware Music Recommendation: Integrating User Affective Signals into Ranking Systems

    Jun 11, 2026Terence Zeng, Abhishek K. UmrawalCollaborative FilteringConversational Music Recommendation

  25. Ride, Track, and Recover: Pilot Randomized Trial of a Wearable Digital Self-Management Intervention During a Veteran Endurance-Cycling Program

    Jun 11, 2026Alan Ta, Nilsu Salgin, Caleb Armstrong +2Anxiety RiskWearable Devices

  26. EPIG: Emotion-Based Prompting for Personalised Image Generation

    Jun 11, 2026Emna Othmen, Mohamed Yassine Landolsi, Lotfi Ben RomdhaneVisual In-Context LearningValence-Arousal Estimation

  27. Emotional regulation improves deep learning-based image classification

    Jun 11, 2026Riccardo Emanuele Landi, João M. F. Rodrigues, Marta ChinniciImage ClassificationEmotion

  28. Emo-LiPO: Listwise Preference Optimization for Fine-Grained Emotion Intensity Control in LLM-based Text-to-Speech

    Jun 11, 2026Yihang Lin, Li Zhou, Congwei Cao +4Text-To-SpeechEmotion Recognition

  29. PRISM: Prosody-Integrated Multi-Agent Reasoning Framework for Empathetic Spoken Dialogue

    Jun 11, 2026Wen Zhang, Xiaocui Yang, Zhuoyue Gao +3EmpathySpeech Synthesis

  30. System Report for CCL25-Eval Task 5: New Dataset and LoRA-Fine-Tuned Qwen2.5

    Jun 10, 2026Haotao XiePoetryMachine Translation Quality

  31. I Understand How You Feel: Enhancing Deeper Emotional Support Through Multilingual Emotional Validation in Dialogue System

    Jun 10, 2026Zi Haur Pang, Yahui Fu, Koji Inoue +1Emotional SupportDialogue Systems

  32. Motion Reinforces Appearance: RGB-Skeleton Gated Residual Fusion for Micro-Gesture Online Recognition

    Jun 10, 2026Jialin Liu, Xinwen He, Pengyu Liu +3Skeleton-Based Action RecognitionGesture Recognition

  33. ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models

    Jun 9, 2026Yuxiang Wang, Qinke Ni, Shengbo Cai +3Paralinguistic CuesSpeech Language Models

  34. Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents with Independent Consciousness

    Jun 9, 2026Jinshan Zhang, Xishi Zhou, Qiu Peng +1Affective ComputingTheoretical Foundations

  35. Towards Robust Arabic Speech Emotion Recognition with Deep Learning

    Jun 9, 2026Youcef Soufiane Gheffari, Samiya SilarbiSpeech Emotion RecognitionEmotion Recognition

  36. Emotion Profiling in LLM-Based Literary Translation: Systematic Shifts Across MT and Post-Editing

    Jun 8, 2026Antonio Castaldo, Johanna Monti, Sheila CastilhoEmotionHuman-Written Text

  37. Towards Accurate Emotion-Attributed Video Captioning via Fine-grained Emotion-Cause Pair Extraction

    Jun 7, 2026Weidong Chen, Cheng Ye, Zhendong Mao +3Emotion RecognitionVideo Captioning

  38. SSR: Can Simulated Patients Learn to Stigmatize Themselves? Modeling Self-Stigma through Internal Monologue

    Jun 6, 2026Kunyao Lan, Bingrui Jin, Zichen Zhu +1Simulated PatientsEmpathy

  39. The Governance of Human-LLM Interaction: Safety Gating, Civility Steering, and Affective Default Lock-In

    Jun 6, 2026Manuele Reani, Hongjian Zhang, Hongyu TianLarge Language Model SafetyHuman-Ai Interaction

  40. The AI Epistemic Deference Index: A Continuous Measure of Sycophancy

    Jun 5, 2026Alejandro Botas, Paul de Font-Reaulx, Luke HewittSycophancyArtificial Intelligence Evaluation

  41. Acoustic Cue Alignment in Audio Language Models for Speech Emotion Recognition

    Jun 5, 2026Iosif Tsangko, Andreas Triantafyllopoulos, Björn W. SchullerSpeech Emotion RecognitionAudio Tokens

  42. TargetSEC: Plug-and-Play In-the-Wild Speech Emotion Conversion via Arousal-Conditioned Latent Style Diffusion

    Jun 5, 2026Constantin Alexander AugaSpeech Emotion RecognitionEmotion

  43. Decoding Naturalistic Emotion Dynamics from the Brain: An LLM-Enhanced Regression Framework

    Jun 5, 2026Lemei Zhang, Peng Liu, Hans Dahle Kvadsheim +5NeuroscienceEmotion

  44. Beyond Semantic Dominance: Cognitive Affective Reasoning and Empathetic Response Alignment in Audio Language Models

    Jun 5, 2026Zhixian Zhao, Shuiyuan Wang, Wenjie Tian +3Affective ComputingEmpathy

  45. EEGDancer: Dynamic Emotion Latent Space Masked Modeling with Reinforcement Learning for EEG Continuous Emotion Prediction

    Jun 4, 2026Zhihao Zhou, Weishan Ye, Li Zhang +2ElectroencephalogramLatent Prediction

  46. Geometric Second-Order Feature Correlation Learning for Self-Supervised Speech Emotion Recognition

    Jun 4, 2026Shuanglin Li, Ruxiao Qian, Siyang SongSpeech Emotion RecognitionSelf-Supervised Speech Models

  47. Horse Eye Blink Detection and Classification for Equine Affective State Assessment

    Jun 3, 2026João Alves, Signe Møller-Skuldbøl, Pia Haubro Andersen +1Eye TrackingFacial Expression Recognition

  48. LifeSide: Benchmarking Agents as Lifelong Digital Companions

    Jun 3, 2026Yuqian Wu, Zhijie Deng, Wei Chen +8Artificial Intelligence CompanionsDialogue Benchmarks

  49. Do Large Language Models Have Emotions?

    Jun 3, 2026Amit Goldenberg, James J. GrossEmotionCognitive Science

  50. The Saturation Trap and the Subjectivity of Intervention Timing: Why Affect-Based Triggers and LLM Judges Fail to Time Interventions on Autonomous Agents

    Jun 2, 2026Manvendra ModgilRuntime EnforcementArtificial Intelligence Agents

  51. Stumbling Into AI Emotional Dependence: How Routine AI Interactions Reshape Human Connection

    Jun 2, 2026Yaoxi Shi, Cathy Mengying Fang, Pattie Maez +1Emotional SupportHumanity

  52. Beyond Semantics: Modeling Factual and Affective Perceptual Experiences from Vision-Language Data

    Jun 2, 2026Youssef Mohamed, Kenneth Ward Church, Mohamed ElhoseinyPerceptual TasksPerception

  53. InsightVQA: High-Dimensional Emotion-Cognitive Visual Question Answering Benchmark

    Jun 1, 2026Shiyu Wang, Ziyu Liu, Chaoyi Yu +6Knowledge-Based Visual Question AnsweringEmotion Recognition

  54. Sparse Autoencoders for Interpretable Emotion Control in Text-to-Speech

    May 31, 2026Hongfei Du, Jiacheng Shi, Sidi Lu +2Speech Emotion RecognitionText-To-Speech

  55. A Multiscale Network with Supervised Contrastive Learning for Real-Time Facial Emotion Recognition

    May 31, 2026Rejoy Chakraborty, Archisman Adhikary, Chayan Halder +3Facial Expression RecognitionEmotion

  56. Sympatheia: Emotionally Adaptive Voice Assistant with Continuous Affect Conditioning

    May 30, 2026Sukru Samet Dindar, Riki Shimizu, Xilin Jiang +1Speech Emotion RecognitionVoice Agents

  57. From Empathy to Personalized Empathy: Adapting Empathetic Strategies to Individual Users

    May 30, 2026Wuqiang Zheng, Chengbing Wang, Yilin Yang +6EmpathyLarge Language Model Personalization

  58. Literary Emotions in Motion: A Soft Robotics Installation for Tactile Storytelling

    May 29, 2026Carolina Silva-Plata, Abraham Villavicencio-Carmona, Miguel Silva Plata +2Continuum RobotsTactile Sensing

  59. Appropriateness of Empathy in AI: A Signal-Cost Perspective

    May 29, 2026Chi-Ching Juan, Tao Wang, Harold LeeEmpathy

  60. UF-AMA: A unified framework for cross-domain emotion recognition via adaptive multimodal alignment

    May 29, 2026Zheng Wang, Shuo Wang, Junhong WangMultimodal Emotion RecognitionCross-Modal Fusion