Proceedings of the 9th edition of the Swiss Text Analytics Conference

Corsin Capol, Mark Cieliebak, Albert Weichselbraun, Claudiu Musat, Elisabeth Maier, Lucas Zimmermann (Editors)

Anthology ID:: 2024.swisstext-1
Month:: June
Year:: 2024
Address:: Chur, Switzerland
Venue:: SwissText
SIG:: SIGSEM
Publisher:: Association for Computational Linguistics
URL:: https://preview.aclanthology.org/bootstrap-5/2024.swisstext-1/
DOI:
Bib Export formats:: BibTeX
PDF:: https://preview.aclanthology.org/bootstrap-5/2024.swisstext-1.pdf

pdf bib

Can OpenSource beat ChatGPT? - A Comparative Study of Large Language Models for Text-to-Code Generation
Luis Mayer | Christian Heumann | Matthias Aßenmacher

pdf bib

Classifying multilingual party manifestos: Domain transfer across country, time, and genre
Matthias Aßenmacher | Nadja Sauter | Christian Heumann

pdf bib

Data Augmentation for Multi-Class Eating Disorders Text Classification
Ghofrane Merhbene | Mascha Kurpicz-Briki

pdf bib

Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents
Juri Grosjean | Jannis Vamvas

pdf bib

How to make the first move? Analyzing the impact of an acquisition model in deep active learning for a sequence labeling task
Ngoc Duyen Tanja Tu

pdf bib

pdf bib

Sentiment- and Keyword-Controllable Text Generation in German with Pre-trained Language Models
Paulina Aleksandra Żal | Guang Lu | Nianlong Gu

pdf bib

The Value of Pre-training for Scientific Text Similarity: Evidence from Matching Grant Proposals to Reviewers
Gabriel Okasa | Anne Jorstad

pdf bib

Tracing Linguistic Footprints of ChatGPT Across Tasks, Domains and Personas in English and German
Anastassia Shaitarova | Nikolaj Bauer | Jannis Vamvas | Martin Volk

pdf bib

Zero-Shot Award Criteria extraction via Large Language Models from German Procurement Data from Switzerland
Veton Matoshi | Luca Rolshoven | Matthias Stürmer

pdf bib

Evaluating Labor Market Biases Reflected in German Word Embeddings
Leander Rankwiler | Mascha Kurpicz-Briki

pdf bib

Exploring Personalized Learning Support through Retrieval Augmented Generation: A Feasibility Study
Petar Mladenov | Luis Pinheiro | Dino Pelesevic | Jasmin Heierli

pdf bib

SDG Classification Using Instruction-Tuned LLMs
Tobias Fankhauser | Simon Clematide

pdf bib

Triple Detection in German Verb-based Sentiment Inference: The Case of Novel Verbs
Dylan Massey

pdf bib

adesso Intelligent Agent - an addon ecosystem for extending and empowering RAG systems
Leon Stolpmann | Rafael Dubach | Stephan Symons | Philipp Kuntschik

pdf bib

pdf bib

Annotation Tool for Dataset Creation
Patrick Giedemann | Pius von Däniken | Jan Milan Deriu

pdf bib

Automatic Identification of Swiss German Dialects via Speech-to-Phoneme Transcriptions
Laura Bolliger | Safiyya Waldburger | Mark Cieliebak | Jasmina Bogojeska

pdf bib

Can NLP models and methods be applied to EEG data?
Lino Casanova | Andreas Marfurt

pdf bib

pdf bib

Chatbot Evolution at Swisscom Customer Support
Fatemeh Borran

pdf bib

Climate Change Chatbot
Roger Waldvogel | Albert Weichselbraun

pdf bib

Creating a virtual receptionist to lighten your employees’ workload: a case study with the canton of Jura and subsidies for training.
Emmanuel de Salis | Jonathan Guerne | Hatem Ghorbel

pdf bib

Dialect Identifications with Large Language Models
Vani Kanjirangat | Ljiljana Dolamic | Fabio Rinaldi

pdf bib

Harnessing LLM’s for generating Patient Discharge Reports
Norman Süsstrunk | Albert Weichselbraun

pdf bib

Interlex – A search engine to explore the interconnectedness of Swiss legal texts
Selena Calleri | Michelle Wastl | Bojan Peric | Andreas Abegg

pdf bib

Kickstarting legal multi-label classification experimentation
Claudia Schulz | Martina Forster | Prudhvi Nokku | Stavroula Skylaki

pdf bib

Language Models Explore the Linguistics of Chess
Lars Schmid | Jerome Maag | Mark Cieliebak | Pius von Däniken

pdf bib

pdf bib

Medicrawl: an ML based system to automate the search of illegal products in ecommerce
Nicolas Perez Gonzalez

pdf bib

Navigating the Commodity Market with Language Models
Himmet Kaplan | Albert Weichselbraun | Martin Tschudy

pdf bib

NLP in support of Pharmacovigilance
Fabio Rinaldi | Lorenzo Ruinelli | Roberta Noseda | Oscar William Lithgow Serrano | Sandra Mitrovic

pdf bib

Online BERT-based Topic Modelling
Eric Gericke | Nicolas Jamet | Tian Guo | Martin Schüle

pdf bib

Orbis2 - A Natural Language Processing Benchmarking Framework that supports Drill Down Analyzes
Norman Süsstrunk | Roger Waldvogel | Andreas Murk | André Glatzl | Albert Weichselbraun

pdf bib

pdf bib

Presenting BUST - A benchmark for the evaluation of system detectors of LLM-Generated Text
Joseph Cornelius | Oscar William Lithgow Serrano | Sandra Mitrović | Ljiljana Dolamic | Fabio Rinaldi

pdf bib

pdf bib

Reducing complexity of Scientific Literature by automated simplification and translation
Nico Colic | Fabio Rinaldi

pdf bib

STT Explorer: A Look Beyond WER
Katsiaryna Mlynchyk | Gabriel Hunziker | Lars Mosimann | Ralph Scheu | Mark Cieliebak

pdf bib

pdf bib

Understanding Customer Sentiment with NLP from Sparse Labelled Data
Daniel Perruchoud | Joseph Weibel

pdf bib

Virtual Kids: Using LLMs for Role Playing in Professional Communication Training
Don Tuggener

pdf bib

What can we discover about panic and anxiety from bloggers in Quora and Reddit?
Sandra Mitrović | Oscar William Lithgow Serrano

pdf bib

Whisper Fine-Tuning for Swiss German: A Data Perspective
Claudio Paonessa | Vincenzo Timmel | Manfred Vogel | Daniel Perruchoud

pdf bib

SwissText 2024 Shared Task: Automatic Classification of the United Nations’ Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Simon Clematide | Martin Volk | Tobias Fankhauser | Lorenz Hilty | Jürgen Bernard

pdf bib

An Efficient Workflow Towards Improving Classifiers in Low-ResourceSettings with Synthetic Data
Adrian M.P. Bra ̧soveanu | Albert Weichselbraun | Lyndon J.B. Nixon | Arno Scharl

pdf bib

MeHuBe at SwissText 2024 Shared Task 1: Ensembling and QLoRA with Retrieved Citations for Fine-Grained Classification of Sustainable Development Goals
Fernando de Meer Pardo | Hanna Hubarava | Vera Bernhard

pdf bib

Scouting out the Border: Leveraging Explainable AI to Generate Synthetic Training Data for SDG Classification
Norman Süsstrunk | Albert Weichselbraun | Andreas Murk | Roger Waldvogel | André Glatzl

pdf bib

AttrPrompt in Action: Evaluating Synthetic Data Generation for SDG Classification
Manuel Bolz | Andreas Loizidis | Kevin Bründler

pdf bib

AI Support Systems for Academic Research
Susie Rao | Noah Mamié | Yilei Tu | Prakhar Bhandar

pdf bib

RAG: Unveiling the Power of Retrieval-Augmented Generation
Célien Donzé | Jonathan Guerne | Henrique Marques Reis | Pedro Costa

pdf bib

Grounding Generative AI Models
Holger Keibel | Johannes Porzelt

pdf bib

Grounding Generative AI Models – Introduction
Holger Keibel | Johannes Porzelt

pdf bib

Practical Strategies for Enhancing Reliability of GenAI Systems in Customer Operations: An Overview
Flurin Gishamer | Alexander Khalil Arwadi

pdf bib

Evaluating Transformers on the Ethical Question of Euthanasia
Gerold Schneider | Giovanni Spitale

pdf bib

Next-Gen Cleantech Solutions: Mining Insights from Media and Patent Data with Natural Language Processing (NLP) and Large Language Models (LLMs)
Guang Lu | Janna Lipenkova | Susie Xi Rao | Daniel Perruchoud

pdf bib

Battle of NLP Ideas
Manuela Hürlimann | Katsiaryna Mlynchyk | Philipp Kuntschik