47 citations · 67 across the 9 of their papers we have counts for
11 papers
Dealing with Controversy: An Emotion and Coping Strategy Corpus Based on Role Playing
Enrica Troiano, Sofie Labat, Marco Antonio Stranisci +3
There is a mismatch between psychological and computational studies on emotions. Psychological research aims at explaining and documenting internal mechanisms of these phenomena, w…
Experiencer-Specific Emotion and Appraisal Prediction
Maximilian Wegge, Enrica Troiano, Laura Oberländer +1
Emotion classification in NLP assigns emotions to texts, such as sentences or paragraphs. With texts like "I felt guilty when he cried", focusing on the sentence level disregards t…
Dimensional Modeling of Emotions in Text with Appraisal Theories: Corpus Creation, Annotation Reliability, and Prediction
Enrica Troiano, Laura Oberländer, Roman Klinger
The most prominent tasks in emotion analysis are to assign emotions to texts and to understand how emotions manifest in language. An observation for NLP is that emotions can be com…
x-enVENT: A Corpus of Event Descriptions with Experiencer-specific Emotion and Appraisal Annotations
Enrica Troiano, Laura Oberländer, Maximilian Wegge +1
Emotion classification is often formulated as the task to categorize texts into a predefined set of emotion classes. So far, this task has been the recognition of the emotion of wr…
"splink" is happy and "phrouth" is scary: Emotion Intensity Analysis for Nonsense Words
Valentino Sabbatino, Enrica Troiano, Antje Schweitzer +1
People associate affective meanings to words - "death" is scary and sad while "party" is connotated with surprise and joy. This raises the question if the association is purely a p…
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical Survey
Enrica Troiano, Aswathy Velutharambath, Roman Klinger
Humans are naturally endowed with the ability to write in a particular style. They can, for instance, re-phrase a formal letter in an informal way, convey a literal message with th…
Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled
Enrica Troiano, Sebastian Padó, Roman Klinger
When humans judge the affective content of texts, they also implicitly assess the correctness of such judgment, that is, their confidence. We hypothesize that people's (in)confiden…
Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations
Jan Hofmann, Enrica Troiano, Roman Klinger
Appraisal theories explain how the cognitive evaluation of an event leads to a particular emotion. In contrast to theories of basic emotions or affect (valence/arousal), this theor…
Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline
David Helbig, Enrica Troiano, Roman Klinger
We propose the task of emotion style transfer, which is particularly challenging, as emotions (here: anger, disgust, fear, joy, sadness, surprise) are on the fence between content…
Appraisal Theories for Emotion Classification in Text
Jan Hofmann, Enrica Troiano, Kai Sassenberg +1
Automatic emotion categorization has been predominantly formulated as text classification in which textual units are assigned to an emotion from a predefined inventory, for instanc…
Crowdsourcing and Validating Event-focused Emotion Corpora for German and English
Enrica Troiano, Sebastian Padó, Roman Klinger
Sentiment analysis has a range of corpora available across multiple languages. For emotion analysis, the situation is more limited, which hinders potential research on cross-lingua…