klinger.bib
@phdthesis{Klinger2020b,
author = {Roman Klinger},
title = {Structured Modelling of Affect in Text},
school = {University of Stuttgart},
year = 2020,
type = {Cumulative Habilitation},
url = {http://dx.doi.org/10.18419/opus-10994},
internaltype = {thesis}
}
@inproceedings{Oberlaender2020b,
title = {Experiencers, Stimuli, or Targets: Which Semantic
Roles Enable Machine Learning to Infer the
Emotions?},
author = {Laura Oberl\"ander and Kevin Reich and Roman
Klinger},
booktitle = {Proceedings of the Third Workshop on Computational
Modeling of People{'}s Opinions, Personality, and
Emotions in Social Media},
month = dec,
year = {2020},
address = {Barcelona, Spain},
publisher = {Association for Computational Linguistics},
pdf = {http://www.romanklinger.de/publications/OberlaenderReichKlinger2020peoples.pdf},
url = {https://www.aclanthology.org/2020.peoples-1.12/},
internaltype = {workshop},
archiveprefix = {arXiv},
eprint = {2011.01599}
}
@inproceedings{Armbrust2020,
title = {A Computational Analysis of Financial and
Environmental Narratives within Financial Reports
and its Value for Investors},
author = {Armbrust, Felix and Sch{\"a}fer, Henry and Klinger,
Roman},
booktitle = {Proceedings of the 1st Joint Workshop on Financial
Narrative Processing and MultiLing Financial
Summarisation},
month = dec,
year = {2020},
address = {Barcelona, Spain (Online)},
publisher = {COLING},
url = {https://www.aclanthology.org/2020.fnp-1.31},
pages = {181--194},
pdf = {http://www.romanklinger.de/publications/ArmbrustSchaeferKlinger2020.pdf},
internaltype = {workshop}
}
@inproceedings{Hofmann2020b,
title = {Appraisal Theories for Emotion Classification in
Text},
author = {Hofmann, Jan and Troiano, Enrica and Sassenberg, Kai
and Klinger, Roman},
booktitle = {Proceedings of the 28th International Conference on
Computational Linguistics},
month = dec,
year = {2020},
address = {Barcelona, Spain (Online)},
publisher = {International Committee on Computational
Linguistics},
url = {https://www.aclanthology.org/2020.coling-main.11},
doi = {10.18653/v1/2020.coling-main.11},
pages = {125--138},
abstract = {Automatic emotion categorization has been
predominantly formulated as text classification in
which textual units are assigned to an emotion from
a predefined inventory, for instance following the
fundamental emotion classes proposed by Paul Ekman
(fear, joy, anger, disgust, sadness, surprise) or
Robert Plutchik (adding trust, anticipation). This
approach ignores existing psychological theories to
some degree, which provide explanations regarding
the perception of events. For instance, the
description that somebody discovers a snake is
associated with fear, based on the appraisal as
being an unpleasant and non-controllable
situation. This emotion reconstruction is even
possible without having access to explicit reports
of a subjective feeling (for instance expressing
this with the words {``}I am afraid.{''}). Automatic
classification approaches therefore need to learn
properties of events as latent variables (for
instance that the uncertainty and the mental or
physical effort associated with the encounter of a
snake leads to fear). With this paper, we propose to
make such interpretations of events explicit,
following theories of cognitive appraisal of events,
and show their potential for emotion classification
when being encoded in classification models. Our
results show that high quality appraisal dimension
assignments in event descriptions lead to an
improvement in the classification of discrete
emotion categories. We make our corpus of
appraisal-annotated emotion-associated event
descriptions publicly available.},
pdf = {http://www.romanklinger.de/publications/HofmannTroianoSassenbergKlinger.pdf},
internaltype = {conferenceproc},
archiveprefix = {arXiv},
eprint = {2003.14155}
}
@inproceedings{Troiano2020,
title = {Lost in Back-Translation: Emotion Preservation in
Neural Machine Translation},
author = {Troiano, Enrica and Klinger, Roman and Pad{\'o},
Sebastian},
booktitle = {Proceedings of the 28th International Conference on
Computational Linguistics},
month = dec,
year = {2020},
address = {Barcelona, Spain (Online)},
publisher = {International Committee on Computational
Linguistics},
url = {https://www.aclanthology.org/2020.coling-main.384},
doi = {10.18653/v1/2020.coling-main.384},
pages = {4340--4354},
url = {http://www.romanklinger.de/publications/TroianoKlingerPado-coling2020.pdf},
internaltype = {conferenceproc}
}
@inproceedings{Oberlaender2020,
title = {Token Sequence Labeling vs. Clause Classification
for {E}nglish Emotion Stimulus Detection},
author = {Oberl{\"a}nder, Laura Ana Maria and Klinger, Roman},
booktitle = {Proceedings of the Ninth Joint Conference on Lexical
and Computational Semantics},
month = dec,
year = {2020},
address = {Barcelona, Spain (Online)},
publisher = {Association for Computational Linguistics},
url = {https://www.aclanthology.org/2020.starsem-1.7},
pages = {58--70},
url = {http://www.romanklinger.de/publications/OberlaenderKlingerSTARSEM2020.pdf},
internaltype = {conferenceproc},
archiveprefix = {arXiv},
eprint = {2010.07557}
}
@inproceedings{Papay2020,
title = {Dissecting Span Identification Tasks with
Performance Prediction},
author = {Papay, Sean and Klinger, Roman and Pad{\'o},
Sebastian},
booktitle = {Proceedings of the 2020 Conference on Empirical
Methods in Natural Language Processing (EMNLP)},
month = nov,
year = {2020},
address = {Online},
publisher = {Association for Computational Linguistics},
url = {https://www.aclanthology.org/2020.emnlp-main.396},
doi = {10.18653/v1/2020.emnlp-main.396},
pages = {4881--4895},
url = {http://www.romanklinger.de/publications/PapayKlingerPado2020.pdf},
internaltype = {conferenceproc},
archiveprefix = {arXiv},
eprint = {2010.02587}
}
@proceedings{onion-2020-lrec2020,
title = {Proceedings of LREC2020 Workshop ``People in
language, vision and the mind'' (ONION2020)},
editor = {Paggio, Patrizia and Gatt, Albert and Klinger,
Roman},
month = may,
year = {2020},
address = {Marseille, France},
publisher = {European Language Resources Association (ELRA)},
url = {https://www.aclanthology.org/2020.onion-1.0},
isbn = {979-10-95546-70-2},
internaltype = {edited}
}
@incollection{Klinger2020,
author = {Roman Klinger and Evgeny Kim and Sebastian Pad\'o},
title = {Emotion Analysis for Literary Studies},
booktitle = {Reflektierte algorithmische Textanalyse},
year = {2020},
publisher = {De Gruyter},
address = {Berlin, Boston},
doi = {https://doi.org/10.1515/9783110693973-011},
pages = {237 - 268},
url = {https://www.degruyter.com/view/book/9783110693973/10.1515/9783110693973-011.xml},
internaltype = {conferenceproc}
}
@inproceedings{Helbig2020,
title = {Challenges in Emotion Style Transfer: An Exploration
with a Lexical Substitution Pipeline},
author = {Helbig, David and Troiano, Enrica and Klinger,
Roman},
booktitle = {Proceedings of the Eighth International Workshop on
Natural Language Processing for Social Media},
month = jul,
year = {2020},
address = {Online},
publisher = {Association for Computational Linguistics},
url = {https://www.aclanthology.org/2020.socialnlp-1.6},
pdf = {http://www.romanklinger.de/publications/HelbigTroianoKlingerSocialNLP2020.pdf},
pages = {41--50},
internaltype = {workshop},
archiveprefix = {arXiv},
eprint = {2005.07617}
}
@inproceedings{Haider2020,
title = {{PO}-{EMO}: Conceptualization, Annotation, and
Modeling of Aesthetic Emotions in {G}erman and
{E}nglish Poetry},
author = {Haider, Thomas and Eger, Steffen and Kim, Evgeny and
Klinger, Roman and Menninghaus, Winfried},
booktitle = {Proceedings of The 12th Language Resources and
Evaluation Conference},
month = may,
year = {2020},
address = {Marseille, France},
publisher = {European Language Resources Association},
url = {https://www.aclanthology.org/2020.lrec-1.205},
pages = {1652--1663},
language = {English},
pdf = {http://www.romanklinger.de/publications/HaiderEgerKimKlingerMenninghaus2020LREC_PO-EMO.pdf},
internaltype = {conferenceproc},
archiveprefix = {arXiv},
eprint = {2003.07723}
}
@inproceedings{Bostan2020,
title = {{G}ood{N}ews{E}veryone: A Corpus of News Headlines
Annotated with Emotions, Semantic Roles, and Reader
Perception},
author = {Bostan, Laura Ana Maria and Kim, Evgeny and Klinger,
Roman},
booktitle = {Proceedings of The 12th Language Resources and
Evaluation Conference},
month = may,
year = {2020},
address = {Marseille, France},
publisher = {European Language Resources Association},
url = {https://www.aclanthology.org/2020.lrec-1.194},
pages = {1554--1566},
language = {English},
isbn = {979-10-95546-34-4},
pdf = {http://www.romanklinger.de/publications/BostanKimKlinger2020LREC.pdf},
internaltype = {conferenceproc},
archiveprefix = {arXiv},
eprint = {1912.03184}
}
@inproceedings{Sabbatino2020,
title = {Automatic Section Recognition in Obituaries},
author = {Sabbatino, Valentino and Bostan, Laura Ana Maria and
Klinger, Roman},
booktitle = {Proceedings of The 12th Language Resources and
Evaluation Conference},
month = may,
year = {2020},
address = {Marseille, France},
publisher = {European Language Resources Association},
url = {https://www.aclanthology.org/2020.lrec-1.102},
pages = {817--825},
language = {English},
pdf = {http://www.romanklinger.de/publications/valentino2020.pdf},
internaltype = {conferenceproc},
archiveprefix = {arXiv},
eprint = {2002.12699}
}