pdf (full)
bib (full) Proceedings of the 9th edition of the Swiss Text Analytics Conference

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Proceedings of the 9th edition of the Swiss Text Analytics Conference
Capol Corsin | Cieliebak Mark | Weichselbraun Albert | Musat Claudiu | Maier Elisabeth | Zimmermann Lucas

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

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

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

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

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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

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Multimodal Conversational Interactions for Facial Composites: A Case for Stateful Prompt Orchestration
Rico Staedeli | Roman Leu | Jasmin Heierli | Max Meisterhans | Elena Gavagnin | Alexandre de Spindler

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

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

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

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

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

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

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

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

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

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An LLM-based Chatbot for Joint Access to Customer and Corporate data
Teo Ferrari | Vincent Coriou | Rastislav Kovac | Vuk Vuković | Daniel Dobos | Fatemeh Borran | Andrei Popescu-Belis

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

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

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

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ChaLL - A Chatbot for Language Learners
Manuela Hürlimann | Luzia Sauer | Gerold Schneider | Johannes Graën | Jean-Philippe Goldman | Janick Michot | Katsiaryna Mlynchyk | Ahmet Yavuz Uluslu | Irina-Camelia Stroescu | Jan Deriu | Michael Geiss | Mark Cieliebak

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Chatbot Evolution at Swisscom Customer Support
Fatemeh Borran

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Climate Change Chatbot
Roger Waldvogel | Albert Weichselbraun

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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

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

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

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

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

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

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Leveraging LLMs to Enhance Clinical Record Analysis and Retrieval
Lorenzo Ruinelli | Amos Colombo | Oscar William Lithgow Serrano | Andrea Franchini | Joseph Cornelius | Sandra Mitrovic | Fabio Rinaldi

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

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

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

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

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

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Personalized and Interactive Education in Migraine using Artificial Intelligence
Fabio Rinaldi | Oscar William Lithgow Serrano | Andrea Franchini | Chiara Zecca | Giulia Mallucci | Alberto Cordella

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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

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PROMISE: Model-Driven Stateful Prompt Orchestration for Persuasive Conversational Interactions
Wenyuan Wu | Jasmin Heierli | Max Meisterhans | Adrian Moser | Andri Färber | Mateusz Dolata | Elena Gavagnin | Alexandre de Spindler | Gerhard Schwabe

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

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

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Swiss AI Initiative - Collecting Large Amounts of High-Quality Data for Training Large Language Models
Jan Deriu | Maud Ehrmann | Emanuela Boros | Maximilian Böther | Christiane Sibille | Ihor Protsenko | Marta Brucka | Imanol Schlag | Elliott Ash

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

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

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

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

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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

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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

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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

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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

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

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

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

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Grounding Generative AI Models
Holger Keibel | Johannes Porzelt

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Grounding Generative AI Models – Introduction
Holger Keibel | Johannes Porzelt

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

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

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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

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