Latest Research in Computation and Language

31 research papers · 2026 median publication year

Top Research Topics in Computation and Language

Highest-Cited Papers

  1. Reading User Distress From the Inside: Do a Language Model's Hidden States Track a Person's Distress Better Than the Model's Own Reply Does?
  2. Dynamic adaptive fusion and adversarial alignment model for robust multimodal affective perception in industrial IoT social robots
  3. ER-EDF: A Psychology-Grounded Emotion Regulation Framework for Speech Empathetic Dialogue Generation in Large Audio-Language Models
  4. Talking to Me or Someone Else? Rethinking Talk-to-Me Detection in Egocentric Videos
  5. All Learning Has an Emotional Basis, So Does Task-Oriented Dialogue
  6. Bangla Sentence Function Classification: Corpus Development, Model Benchmarking, and Interpretability
  7. Exposing Weaknesses in Emotion Recognition in Conversations
  8. EmoMind: Decoding Affective Captions from Human Brain fMRI
  9. OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction
  10. You Can't Prefer Emotions You Don't Sample: Intensity Undershoot in DPO-Tuned LLMs
  11. MVFA: A Multi-View Text-Guided Multimodal Fusion LLM Adapter for Sentiment Analysis and Emotion Recognition
  12. Chiaroscuro for Emotions: A Contrastive Emotion Benchmark Grounded in Appraisal Theory
  13. TRILOGUE: A Trilingual Spoken Dialogue Fact-Checking Benchmark with Evidence and Paired Audio
  14. ArtSociety: Multi-Agent Multimodal Collaboration for Art Emotion Understanding
  15. Plural Emotion Readings in Short Social Video Clips: A Descriptive Study
  16. Plural Emotion Readings in Short Social Video Clips: A Descriptive Study
  17. EmoStance: Response-Side Affective-Orientation Control for Empathetic Response Generation via Emoji Weak Supervision
  18. DiMoE: Disentangled Representation Learning with Mixture of Experts Fusion for Sentiment Intensity Prediction and Emotion Classification
  19. Audio-Text Cross-Attention with Psycholinguistic Support Features for Ambivalence/Hesitancy Recognition
  20. Cross-lingual Functional Vectors for Emotion Detection in Large Language Models
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L3 Region - - 2026 Sep Q3

Computation and Language

31 papers

Top Topics (9)

Emotion and Mood Recognition8
Computation and Language7
Artificial Intelligence5
Computer Vision and Pattern Recognition5
Human-Computer Interaction2
Explainable Artificial Intelligence (XAI)1
Machine Learning1
Multimedia1
Topic Modeling1

Top Publications (20)

1.Reading User Distress From the Inside: Do a Language Model's Hidden States Track a Person's Distress Better Than the Model's Own Reply Does?2.Dynamic adaptive fusion and adversarial alignment model for robust multimodal affective perception in industrial IoT social robots3.ER-EDF: A Psychology-Grounded Emotion Regulation Framework for Speech Empathetic Dialogue Generation in Large Audio-Language Models4.Talking to Me or Someone Else? Rethinking Talk-to-Me Detection in Egocentric Videos5.All Learning Has an Emotional Basis, So Does Task-Oriented Dialogue6.Bangla Sentence Function Classification: Corpus Development, Model Benchmarking, and Interpretability7.Exposing Weaknesses in Emotion Recognition in Conversations8.EmoMind: Decoding Affective Captions from Human Brain fMRI9.OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction10.You Can't Prefer Emotions You Don't Sample: Intensity Undershoot in DPO-Tuned LLMs11.MVFA: A Multi-View Text-Guided Multimodal Fusion LLM Adapter for Sentiment Analysis and Emotion Recognition12.Chiaroscuro for Emotions: A Contrastive Emotion Benchmark Grounded in Appraisal Theory13.TRILOGUE: A Trilingual Spoken Dialogue Fact-Checking Benchmark with Evidence and Paired Audio14.ArtSociety: Multi-Agent Multimodal Collaboration for Art Emotion Understanding15.Plural Emotion Readings in Short Social Video Clips: A Descriptive Study16.Plural Emotion Readings in Short Social Video Clips: A Descriptive Study17.EmoStance: Response-Side Affective-Orientation Control for Empathetic Response Generation via Emoji Weak Supervision18.DiMoE: Disentangled Representation Learning with Mixture of Experts Fusion for Sentiment Intensity Prediction and Emotion Classification19.Audio-Text Cross-Attention with Psycholinguistic Support Features for Ambivalence/Hesitancy Recognition20.Cross-lingual Functional Vectors for Emotion Detection in Large Language Models
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