Sven Buechel
12 papers · 2017–2021 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🌱 Topic Pioneer
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Keyword Pioneer
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Trend Setter
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Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
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Venues
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Applications · Natural Language Processing
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
sentiment analysis
(5)
emotion analysis
(3)
empathy prediction
(2)
representation learning
(2)
neural network
(2)
text classification
(2)
valence arousal dominance
(2)
emotion lexicon
(2)
distributional semantics
(1)
affective computing
(1)
multi-task learning
(1)
word meaning
(1)
emotion detection
(1)
shared representation
(1)
emotion recognition
(1)
transfer learning
(1)
lexicon construction
(1)
emotion classification
(1)
text corpus
(1)
multilingual nlp
(1)
Papers
Towards Label-Agnostic Emotion Embeddings
EMNLP 2021
WASSA 2021 Shared Task: Predicting Empathy and Emotion in Reaction to News Stories
EACL 2021
Learning and Evaluating Emotion Lexicons for 91 Languages
ACL 2020
Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations
COLING 2020
A Time Series Analysis of Emotional Loading in Central Bank Statements
EMNLP 2019
Modeling Word Emotion in Historical Language: Quantity Beats Supposed Stability in Seed Word Selection
NAACL 2019
A Corpus of Corporate Annual and Social Responsibility Reports: 280 Million Tokens of Balanced Organizational Writing
ACL 2018
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level
COLING 2018
JeSemE: Interleaving Semantics and Emotions in a Web Service for the Exploration of Language Change Phenomena
COLING 2018
Modeling Empathy and Distress in Reaction to News Stories
EMNLP 2018
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
NAACL 2018
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
EACL 2017