Swiss Text Analytics Conference (2024)
1 volumes · 57 papers (0% with DOI) · 149 unique authors (22% verified with ORCID)
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Proceedings of the 9th edition of the Swiss Text Analytics Conference
Proceedings of the 9th edition of the Swiss Text Analytics Conference
Corsin Capol | Mark Cieliebak | Albert Weichselbraun | Claudiu Musat | Elisabeth Maier | Lucas Zimmermann
Corsin Capol | Mark Cieliebak | Albert Weichselbraun | Claudiu Musat | Elisabeth Maier | Lucas Zimmermann
Can OpenSource beat ChatGPT? - A Comparative Study of Large Language Models for Text-to-Code Generation
Luis Mayer | Christian Heumann | Matthias Aßenmacher
Luis Mayer | Christian Heumann | Matthias Aßenmacher
Classifying multilingual party manifestos: Domain transfer across country, time, and genre
Matthias Aßenmacher | Nadja Sauter | Christian Heumann
Matthias Aßenmacher | Nadja Sauter | Christian Heumann
Data Augmentation for Multi-Class Eating Disorders Text Classification
Ghofrane Merhbene | Mascha Kurpicz-Briki
Ghofrane Merhbene | Mascha Kurpicz-Briki
Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents
Juri Grosjean | Jannis Vamvas
Juri Grosjean | Jannis Vamvas
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
Ngoc Duyen Tanja Tu
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
Rico Staedeli | Roman Leu | Jasmin Heierli | Max Meisterhans | Elena Gavagnin | Alexandre de Spindler
Sentiment- and Keyword-Controllable Text Generation in German with Pre-trained Language Models
Paulina Aleksandra Żal | Guang Lu | Nianlong Gu
Paulina Aleksandra Żal | Guang Lu | Nianlong Gu
The Value of Pre-training for Scientific Text Similarity: Evidence from Matching Grant Proposals to Reviewers
Gabriel Okasa | Anne Jorstad
Gabriel Okasa | Anne Jorstad
Tracing Linguistic Footprints of ChatGPT Across Tasks, Domains and Personas in English and German
Anastassia Shaitarova | Nikolaj Bauer | Jannis Vamvas | Martin Volk
Anastassia Shaitarova | Nikolaj Bauer | Jannis Vamvas | Martin Volk
Zero-Shot Award Criteria extraction via Large Language Models from German Procurement Data from Switzerland
Veton Matoshi | Luca Rolshoven | Matthias Stürmer
Veton Matoshi | Luca Rolshoven | Matthias Stürmer
Evaluating Labor Market Biases Reflected in German Word Embeddings
Leander Rankwiler | Mascha Kurpicz-Briki
Leander Rankwiler | Mascha Kurpicz-Briki
Exploring Personalized Learning Support through Retrieval Augmented Generation: A Feasibility Study
Petar Mladenov | Luis Pinheiro | Dino Pelesevic | Jasmin Heierli
Petar Mladenov | Luis Pinheiro | Dino Pelesevic | Jasmin Heierli
adesso Intelligent Agent - an addon ecosystem for extending and empowering RAG systems
Leon Stolpmann | Rafael Dubach | Stephan Symons | Philipp Kuntschik
Leon Stolpmann | Rafael Dubach | Stephan Symons | Philipp Kuntschik
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
Teo Ferrari | Vincent Coriou | Rastislav Kovac | Vuk Vuković | Daniel Dobos | Fatemeh Borran | Andrei Popescu-Belis
Automatic Identification of Swiss German Dialects via Speech-to-Phoneme Transcriptions
Laura Bolliger | Safiyya Waldburger | Mark Cieliebak | Jasmina Bogojeska
Laura Bolliger | Safiyya Waldburger | Mark Cieliebak | Jasmina Bogojeska
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
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
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
Emmanuel de Salis | Jonathan Guerne | Hatem Ghorbel
Dialect Identifications with Large Language Models
Vani Kanjirangat | Ljiljana Dolamic | Fabio Rinaldi
Vani Kanjirangat | Ljiljana Dolamic | Fabio Rinaldi
Interlex – A search engine to explore the interconnectedness of Swiss legal texts
Selena Calleri | Michelle Wastl | Bojan Peric | Andreas Abegg
Selena Calleri | Michelle Wastl | Bojan Peric | Andreas Abegg
Kickstarting legal multi-label classification experimentation
Claudia Schulz | Martina Forster | Prudhvi Nokku | Stavroula Skylaki
Claudia Schulz | Martina Forster | Prudhvi Nokku | Stavroula Skylaki
Language Models Explore the Linguistics of Chess
Lars Schmid | Jerome Maag | Mark Cieliebak | Pius von Däniken
Lars Schmid | Jerome Maag | Mark Cieliebak | Pius von Däniken
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
Lorenzo Ruinelli | Amos Colombo | Oscar William Lithgow Serrano | Andrea Franchini | Joseph Cornelius | Sandra Mitrovic | Fabio Rinaldi
Medicrawl: an ML based system to automate the search of illegal products in ecommerce
Nicolas Perez Gonzalez
Nicolas Perez Gonzalez
Navigating the Commodity Market with Language Models
Himmet Kaplan | Albert Weichselbraun | Martin Tschudy
Himmet Kaplan | Albert Weichselbraun | Martin Tschudy
NLP in support of Pharmacovigilance
Fabio Rinaldi | Lorenzo Ruinelli | Roberta Noseda | Oscar William Lithgow Serrano | Sandra Mitrovic
Fabio Rinaldi | Lorenzo Ruinelli | Roberta Noseda | Oscar William Lithgow Serrano | Sandra Mitrovic
Orbis2 - A Natural Language Processing Benchmarking Framework that supports Drill Down Analyzes
Norman Süsstrunk | Roger Waldvogel | Andreas Murk | André Glatzl | Albert Weichselbraun
Norman Süsstrunk | Roger Waldvogel | Andreas Murk | André Glatzl | Albert Weichselbraun
Personalized and Interactive Education in Migraine using Artificial Intelligence
Fabio Rinaldi | Oscar William Lithgow Serrano | Andrea Franchini | Chiara Zecca | Giulia Mallucci | Alberto Cordella
Fabio Rinaldi | Oscar William Lithgow Serrano | Andrea Franchini | Chiara Zecca | Giulia Mallucci | Alberto Cordella
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
Joseph Cornelius | Oscar William Lithgow Serrano | Sandra Mitrović | Ljiljana Dolamic | Fabio Rinaldi
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
Wenyuan Wu | Jasmin Heierli | Max Meisterhans | Adrian Moser | Andri Färber | Mateusz Dolata | Elena Gavagnin | Alexandre de Spindler | Gerhard Schwabe
Reducing complexity of Scientific Literature by automated simplification and translation
Nico Colic | Fabio Rinaldi
Nico Colic | Fabio Rinaldi
STT Explorer: A Look Beyond WER
Katsiaryna Mlynchyk | Gabriel Hunziker | Lars Mosimann | Ralph Scheu | Mark Cieliebak
Katsiaryna Mlynchyk | Gabriel Hunziker | Lars Mosimann | Ralph Scheu | Mark Cieliebak
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
Jan Deriu | Maud Ehrmann | Emanuela Boros | Maximilian Böther | Christiane Sibille | Ihor Protsenko | Marta Brucka | Imanol Schlag | Elliott Ash
Understanding Customer Sentiment with NLP from Sparse Labelled Data
Daniel Perruchoud | Joseph Weibel
Daniel Perruchoud | Joseph Weibel
What can we discover about panic and anxiety from bloggers in Quora and Reddit?
Sandra Mitrović | Oscar William Lithgow Serrano
Sandra Mitrović | Oscar William Lithgow Serrano
Whisper Fine-Tuning for Swiss German: A Data Perspective
Claudio Paonessa | Vincenzo Timmel | Manfred Vogel | Daniel Perruchoud
Claudio Paonessa | Vincenzo Timmel | Manfred Vogel | Daniel Perruchoud
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
Simon Clematide | Martin Volk | Tobias Fankhauser | Lorenz Hilty | Jürgen Bernard
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
Adrian M.P. Bra ̧soveanu | Albert Weichselbraun | Lyndon J.B. Nixon | Arno Scharl
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
Fernando de Meer Pardo | Hanna Hubarava | Vera Bernhard
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
Norman Süsstrunk | Albert Weichselbraun | Andreas Murk | Roger Waldvogel | André Glatzl
AttrPrompt in Action: Evaluating Synthetic Data Generation for SDG Classification
Manuel Bolz | Andreas Loizidis | Kevin Bründler
Manuel Bolz | Andreas Loizidis | Kevin Bründler
RAG: Unveiling the Power of Retrieval-Augmented Generation
Célien Donzé | Jonathan Guerne | Henrique Marques Reis | Pedro Costa
Célien Donzé | Jonathan Guerne | Henrique Marques Reis | Pedro Costa
Practical Strategies for Enhancing Reliability of GenAI Systems in Customer Operations: An Overview
Flurin Gishamer | Alexander Khalil Arwadi
Flurin Gishamer | Alexander Khalil Arwadi