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Janos Borst
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 9
Top Topics
Stock Exchange
Sentiment Classification
Civil Engineering
News Articles
Top Venues
CoRR
MWPD@ISWC
DHd
EMNLP (Demos)
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Publications
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Janos Borst
,
Jannis Klaehn
,
Manuel Burghardt
Death of the Dictionary? - The Rise of Zero-Shot Sentiment Classification.
CHR
(2023)
Fabian Ziegner
,
Janos Borst
,
Andreas Niekler
,
Martin Potthast
Using Language Models on Low-end Hardware.
CoRR
(2023)
Lino Wehrheim
,
Janos Borst
,
Manuel Burghardt
,
Andreas Niekler
"Auch heute war die Stimmung im Allgemeinen fest." Zero-Shot Klassifikation zur Bestimmung des Media Sentiment an der Berliner Börse zwischen 1872 und 1930.
DHd
(2023)
Janos Borst
,
Lino Wehrheim
,
Andreas Niekler
,
Manuel Burghardt
An Evaluation of a Zero-Shot Approach to Aspect-Based Sentiment Classification in Historic German Stock Market Reports.
FedCSIS (Communication Papers)
(2023)
Janos Borst
,
Lino Wehrheim
,
Manuel Burghardt
"Money Can't Buy Love?" Creating a Historical Sentiment Index for the Berlin Stock Exchange, 1872-1930.
DH
(2023)
Janos Borst
,
Thomas Wencker
,
Andreas Niekler
Using Text Classification with a Bayesian Correction for Estimating Overreporting in the Creditor Reporting System on Climate Adaptation Finance.
CoRR
(2022)
Janos Borst
,
Christofer Meinecke
,
Daniel Wiegreffe
,
Andreas Niekler
A Demonstration System towards NLP and Knowledge Driven Data Platforms for Civil Engineering.
GI-Jahrestagung
(2022)
Tariq Yousef
,
Antje Schlaf
,
Janos Borst
,
Andreas Niekler
,
Gerhard Heyer
Press Freedom Monitor: Detection of Reported Press and Media Freedom Violations in Twitter and News Articles.
EMNLP (Demos)
(2021)
Janos Borst
,
Erik Körner
,
Kobkaew Opasjumruskit
,
Andreas Niekler
Language Model CNN-driven Similarity Matching and Classification for HTML-embedded Product Data.
MWPD@ISWC
(2020)