Search Results for author: Neele Falk

Found 8 papers, 3 papers with code

Automatic Classification of Attributes in German Adjective-Noun Phrases

1 code implementation IWCS (ACL) 2021 Neele Falk, Yana Strakatova, Eva Huber, Erhard Hinrichs

In order to safeguard against unwelcome memorization effects, we present an automatic data augmentation method based on a lexical resource that can increase the size of the training data to a large extent.

Attribute Classification +2

Predicting Moderation of Deliberative Arguments: Is Argument Quality the Key?

no code implementations EMNLP (ArgMining) 2021 Neele Falk, Iman Jundi, Eva Maria Vecchi, Gabriella Lapesa

Human moderation is commonly employed in deliberative contexts (argumentation and discussion targeting a shared decision on an issue relevant to a group, e. g., citizens arguing on how to employ a shared budget).

Reports of personal experiences and stories in argumentation: datasets and analysis

1 code implementation ACL 2022 Neele Falk, Gabriella Lapesa

Reports of personal experiences or stories can play a crucial role in argumentation, as they represent an immediate and (often) relatable way to back up one’s position with respect to a given topic.

Argument Mining domain classification

Scaling up Discourse Quality Annotation for Political Science

1 code implementation LREC 2022 Neele Falk, Gabriella Lapesa

The empirical quantification of the quality of a contribution to a political discussion is at the heart of deliberative theory, the subdiscipline of political science which investigates decision-making in deliberative democracy.

Argument Mining Data Augmentation +1

Beyond prompt brittleness: Evaluating the reliability and consistency of political worldviews in LLMs

no code implementations27 Feb 2024 Tanise Ceron, Neele Falk, Ana Barić, Dmitry Nikolaev, Sebastian Padó

Due to the widespread use of large language models (LLMs) in ubiquitous systems, we need to understand whether they embed a specific worldview and what these views reflect.

Towards Argument Mining for Social Good: A Survey

no code implementations ACL 2021 Eva Maria Vecchi, Neele Falk, Iman Jundi, Gabriella Lapesa

This survey builds an interdisciplinary picture of Argument Mining (AM), with a strong focus on its potential to address issues related to Social and Political Science.

Argument Mining Fact Checking +1

All That Glitters is Not Gold: A Gold Standard of Adjective-Noun Collocations for German

no code implementations LREC 2020 Yana Strakatova, Neele Falk, Isabel Fuhrmann, Erhard Hinrichs, Daniela Rossmann

In this paper we present the GerCo dataset of adjective-noun collocations for German, such as alter Freund {`}old friend{'} and tiefe Liebe {`}deep love{'}.

Word Embeddings

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