📰 Edition of the Swiss Text Analytics Conference 2024: all accepted papers

57 papers · the most cited first · ← Edition of the Swiss Text Analytics Conference 2024

1. AI Support Systems for Academic Research ↗Susie Rao, Noah Mamié, Yilei Tu et al.
2. An Efficient Workflow Towards Improving Classifiers in Low-ResourceSettings with Synthetic Data ↗Adrian M.P. Bra ̧soveanu, Albert Weichselbraun, Lyndon J.B. Nixon et al.
3. An LLM-based Chatbot for Joint Access to Customer and Corporate data ↗Teo Ferrari, Vincent Coriou, Rastislav Kovac et al.
4. Annotation Tool for Dataset Creation ↗Patrick Giedemann, Pius von Däniken, Jan Milan Deriu
5. AttrPrompt in Action: Evaluating Synthetic Data Generation for SDG Classification ↗Manuel Bolz, Andreas Loizidis, Kevin Bründler
6. Automatic Identification of Swiss German Dialects via Speech-to-Phoneme Transcriptions ↗Laura Bolliger, Safiyya Waldburger, Mark Cieliebak et al.
7. Battle of NLP Ideas ↗Manuela Hürlimann, Katsiaryna Mlynchyk, Philipp Kuntschik
8. Can NLP models and methods be applied to EEG data? ↗Lino Casanova, Andreas Marfurt
9. Can OpenSource beat ChatGPT? - A Comparative Study of Large Language Models for Text-to-Code Generation ↗Luis Mayer, Christian Heumann, Matthias Aßenmacher
10. ChaLL - A Chatbot for Language Learners ↗Manuela Hürlimann, Luzia Sauer, Gerold Schneider et al.
11. Chatbot Evolution at Swisscom Customer Support ↗Fatemeh Borran
12. Classifying multilingual party manifestos: Domain transfer across country, time, and genre ↗Matthias Aßenmacher, Nadja Sauter, Christian Heumann
13. Climate Change Chatbot ↗Roger Waldvogel, Albert Weichselbraun
14. 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
15. Data Augmentation for Multi-Class Eating Disorders Text Classification ↗Ghofrane Merhbene, Mascha Kurpicz-Briki
16. Dialect Identifications with Large Language Models ↗Vani Kanjirangat, Ljiljana Dolamic, Fabio Rinaldi
17. Evaluating Labor Market Biases Reflected in German Word Embeddings ↗Leander Rankwiler, Mascha Kurpicz-Briki
18. Evaluating Transformers on the Ethical Question of Euthanasia ↗Gerold Schneider, Giovanni Spitale
19. Exploring Personalized Learning Support through Retrieval Augmented Generation: A Feasibility Study ↗Petar Mladenov, Luis Pinheiro, Dino Pelesevic et al.
20. Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents ↗Juri Grosjean, Jannis Vamvas
21. Grounding Generative AI Models ↗Holger Keibel, Johannes Porzelt
22. Grounding Generative AI Models – Introduction ↗Holger Keibel, Johannes Porzelt
23. Harnessing LLM's for generating Patient Discharge Reports ↗Norman Süsstrunk, Albert Weichselbraun
24. 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
25. Interlex – A search engine to explore the interconnectedness of Swiss legal texts ↗Selena Calleri, Michelle Wastl, Bojan Peric et al.
26. Kickstarting legal multi-label classification experimentation ↗Claudia Schulz, Martina Forster, Prudhvi Nokku et al.
27. Language Models Explore the Linguistics of Chess ↗Lars Schmid, Jerome Maag, Mark Cieliebak et al.
28. Leveraging LLMs to Enhance Clinical Record Analysis and Retrieval ↗Lorenzo Ruinelli, Amos Colombo, Oscar William Lithgow Serrano et al.
29. 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
30. Medicrawl: an ML based system to automate the search of illegal products in ecommerce ↗Nicolas Perez Gonzalez
31. Multimodal Conversational Interactions for Facial Composites: A Case for Stateful Prompt Orchestration ↗Rico Staedeli, Roman Leu, Jasmin Heierli et al.
32. NLP in support of Pharmacovigilance ↗Fabio Rinaldi, Lorenzo Ruinelli, Roberta Noseda et al.
33. Navigating the Commodity Market with Language Models ↗Himmet Kaplan, Albert Weichselbraun, Martin Tschudy
34. 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 et al.
35. Online BERT-based Topic Modelling ↗Eric Gericke, Nicolas Jamet, Tian Guo et al.
36. Orbis2 - A Natural Language Processing Benchmarking Framework that supports Drill Down Analyzes ↗Norman Süsstrunk, Roger Waldvogel, Andreas Murk et al.
37. PROMISE: Model-Driven Stateful Prompt Orchestration for Persuasive Conversational Interactions ↗Wenyuan Wu, Jasmin Heierli, Max Meisterhans et al.
38. Personalized and Interactive Education in Migraine using Artificial Intelligence ↗Fabio Rinaldi, Oscar William Lithgow Serrano, Andrea Franchini et al.
39. Practical Strategies for Enhancing Reliability of GenAI Systems in Customer Operations: An Overview ↗Flurin Gishamer, Alexander Khalil Arwadi
40. Presenting BUST - A benchmark for the evaluation of system detectors of LLM-Generated Text ↗Joseph Cornelius, Oscar William Lithgow Serrano, Sandra Mitrović et al.
41. RAG: Unveiling the Power of Retrieval-Augmented Generation ↗Célien Donzé, Jonathan Guerne, Henrique Marques Reis et al.
42. Reducing complexity of Scientific Literature by automated simplification and translation ↗Nico Colic, Fabio Rinaldi
43. SDG Classification Using Instruction-Tuned LLMs ↗Tobias Fankhauser, Simon Clematide
44. STT Explorer: A Look Beyond WER ↗Katsiaryna Mlynchyk, Gabriel Hunziker, Lars Mosimann et al.
45. Scouting out the Border: Leveraging Explainable AI to Generate Synthetic Training Data for SDG Classification ↗Norman Süsstrunk, Albert Weichselbraun, Andreas Murk et al.
46. Sentiment- and Keyword-Controllable Text Generation in German with Pre-trained Language Models ↗Paulina Aleksandra Żal, Guang Lu, Nianlong Gu
47. Swiss AI Initiative - Collecting Large Amounts of High-Quality Data for Training Large Language Models ↗Jan Deriu, Maud Ehrmann, Emanuela Boros et al.
48. SwissText 2024 Shared Task: Automatic Classification of the United Nations' Sustainable Development Goals (SDGs) and Their Targets in English Scientific AbstractsSimon Clematide, Martin Volk, Tobias Fankhauser et al.our summary
49. The Value of Pre-training for Scientific Text Similarity: Evidence from Matching Grant Proposals to Reviewers ↗Gabriel Okasa, Anne Jorstad
50. Tracing Linguistic Footprints of ChatGPT Across Tasks, Domains and Personas in English and German ↗Anastassia Shaitarova, Nikolaj Bauer, Jannis Vamvas et al.
51. Triple Detection in German Verb-based Sentiment Inference: The Case of Novel Verbs ↗Dylan Massey
52. Understanding Customer Sentiment with NLP from Sparse Labelled Data ↗Daniel Perruchoud, Joseph Weibel
53. Virtual Kids: Using LLMs for Role Playing in Professional Communication Training ↗Don Tuggener
54. What can we discover about panic and anxiety from bloggers in Quora and Reddit? ↗Sandra Mitrović, Oscar William Lithgow Serrano
55. Whisper Fine-Tuning for Swiss German: A Data Perspective ↗Claudio Paonessa, Vincenzo Timmel, Manfred Vogel et al.
56. Zero-Shot Award Criteria extraction via Large Language Models from German Procurement Data from Switzerland ↗Veton Matoshi, Luca Rolshoven, Matthias Stürmer
57. adesso Intelligent Agent - an addon ecosystem for extending and empowering RAG systems ↗Leon Stolpmann, Rafael Dubach, Stephan Symons et al.

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