research
∙
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...
share
research
∙
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...
research
∙
12/01/2020
Towards a Unified Framework for Emotion Analysis
We present EmoCoder, a modular encoder-decoder architecture that general...
research
∙
07/13/2020
GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines
The lack of publicly available text corpora is a major obstacle for prog...
research
∙
06/04/2020
What Makes a Top-Performing Precision Medicine Search Engine? Tracing Main System Features in a Systematic Way
From 2017 to 2019 the Text REtrieval Conference (TREC) held a challenge ...
research
∙
05/12/2020
Learning and Evaluating Emotion Lexicons for 91 Languages
Emotion lexicons describe the affective meaning of words and thus consti...
research
∙
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 ...
research
∙
08/21/2018
Downsampling Strategies are Crucial for Word Embedding Reliability
The reliability of word embeddings algorithms, i.e., their ability to pr...
research
∙
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 ...
research
∙
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...
research
∙
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...
research
∙
06/21/2018