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08/15/2023
Emotion Embeddings x2014 Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasets
Human emotion is expressed in many communication modalities and media fo...
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05/25/2022
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations
Empathy is a cognitive and emotional reaction to an observed situation o...
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05/04/2022
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
We describe EmoBank, a corpus of 10k English sentences balancing multipl...
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12/01/2020
Towards a Unified Framework for Emotion Analysis
We present EmoCoder, a modular encoder-decoder architecture that general...
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05/12/2020
Learning and Evaluating Emotion Lexicons for 91 Languages
Emotion lexicons describe the affective meaning of words and thus consti...
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12/02/2019
Learning Word Ratings for Empathy and Distress from Document-Level User Responses
Despite the excellent performance of black box approaches to modeling se...
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11/26/2019
A Time Series Analysis of Emotional Loading in Central Bank Statements
We examine the affective content of central bank press statements using ...
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10/25/2018
Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations
Deep Learning has drastically reshaped virtually all areas of NLP. Yet o...
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08/30/2018
Modeling Empathy and Distress in Reaction to News Stories
Computational detection and understanding of empathy is an important fac...
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07/11/2018
JeSemE: A Website for Exploring Diachronic Changes in Word Meaning and Emotion
We here introduce a substantially extended version of JeSemE, a website ...
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07/02/2018
Representation Mapping: A Novel Approach to Generate High-Quality Multi-Lingual Emotion Lexicons
In the past years, sentiment analysis has increasingly shifted attention...
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06/23/2018
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level
Emotion Representation Mapping (ERM) has the goal to convert existing em...
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06/21/2018
