Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance

Linguistic Template Extraction for Recognizing Reader-Emotion

Mining Sentiment Words from Microblogs for Predicting Writer-Reader Emotion Transition

The conversations between posters and repliers in microblogs form a valuable writer-reader emotion corpus. This paper adopts a log relative frequency ratio to investigate the linguistic features which affect emotion tran…

GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction

We revisit the classic problem of document-level role-filler entity extraction (REE) for template filling. We argue that sentence-level approaches are ill-suited to the task and introduce a generative transformer-based e…

Recognizing Emotion Cause in Conversations

We address the problem of recognizing emotion cause in conversations, define two novel sub-tasks of this problem, and provide a corresponding dialogue-level dataset, along with strong Transformer-based baselines. The dat…

Decoding Emotions in Abstract Art: Cognitive Plausibility of CLIP in Recognizing Color-Emotion Associations

This study investigates the cognitive plausibility of a pretrained multimodal model, CLIP, in recognizing emotions evoked by abstract visual art. We employ a dataset comprising images with associated emotion labels and t…