TRAILS
TRAILS
Home
News
People
Publications
Contact
Light
Dark
Automatic
Paper-Conference
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages
Large Language Models (LLMs) are increasingly used to generate synthetic textual data for training smaller specialized models. However, …
Tatiana Anikina
,
Jan Cegin
,
Jakub Simko
,
Simon Ostermann
PDF
Cite
URL
Building Common Ground in Dialogue: A Survey
Common ground plays a crucial role in human communication since it helps to establish shared knowledge. However, common ground is also …
Tatiana Anikina
,
Alina Leippert
,
Simon Ostermann
PDF
Cite
URL
Large Language Models for Multilingual Previously Fact-Checked Claim Detection
In our era of widespread false information, human fact-checkers often face the challenge of duplicating efforts when verifying claims …
Ivan Vykopal
,
Matus Pikuliak
,
Simon Ostermann
,
Tatiana Anikina
,
Michal Gregor
,
Marian Simko
PDF
Cite
URL
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
Conversational explainable artificial intelligence (ConvXAI) systems based on large language models (LLMs) have garnered considerable …
Qianli Wang
,
Tatiana Anikina
,
Nils Feldhus
,
Simon Ostermann
,
Fedor Splitt
,
Jiaao Li
,
Yoana Tsoneva
,
Sebastian Möller
,
Vera Schmitt
PDF
Cite
URL
PolBiX: Detecting LLMs' Political Bias in Fact-Checking through X-phemisms
Large Language Models are increasingly used in applications requiring objective assessment, which could be compromised by political …
Charlott Jakob
,
David Harbecke
,
Patrick Parschan
,
Pia Wenzel Neves
,
Vera Schmitt
PDF
Cite
Code
URL
dfkinit2b at CheckThat! 2025: Leveraging LLMs and Ensemble of Methods for Multilingual Claim Normalization
The rapid spread of misinformation on social media across languages presents a major challenge for fact-checking efforts. Social media …
Tatiana Anikina
,
Ivan Vykopal
,
Sebastian Kula
,
Ravi Chikkala
,
Natalia Skachkova
,
Jing Yang
,
Veronika Solopova
,
Vera Schmitt
,
Simon Ostermann
PDF
Cite
URL
Cross-Lingual Fact Verification: Analyzing LLMs Performance Patterns Across Languages
Fact verification has emerged as a critical task in combating misinformation, yet most research remains focused on English-language …
Hanna Shcharbakova
,
Tatiana Anikina
,
Natalia Skachkova
,
Josef van Genabith
PDF
Cite
URL
When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification
The rapid spread of multilingual misinformation requires robust automated fact verification systems capable of handling fine-grained …
Hanna Shcharbakova
,
Tatiana Anikina
,
Natalia Skachkova
,
Josef van Genabith
PDF
Cite
URL
Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs
Most state-of-the-art large language models (LLMs) are trained mainly on English data, limiting their effectiveness on non-English, …
Julian Schlenker
,
Jenny Kunz
,
Tatiana Anikina
,
Günter Neumann
,
Simon Ostermann
PDF
Cite
URL
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution
In this work, we reimagine classical probing to evaluate knowledge transfer from simple source to more complex target tasks. Instead of …
Tatiana Anikina
,
Arne Binder
,
David Harbecke
,
Stalin Varanasi
,
Leonhard Hennig
,
Simon Ostermann
,
Sebastian Möller
,
Josef van Genabith
PDF
Cite
URL
»
Cite
×