2 papers
cs.CL2026
Example-Guided Prompting for Document-Level Text Simplification
Marina Litvak, Ariel Perstin, Ilan Shtilman +1
Document-level text simplification requires large language models (LLMs) to rewrite complex documents while preserving meaning, readability, and discourse coherence. Although promp…
cs.CL2026
Topic-to-Timestamp Alignment by Constrained Evidence Selection
Zeynep Yılbırt, Marina Litvak, Michael Färber
Meeting archives are difficult to search when users remember what was discussed but not when. We study topic-to-timestamp alignment: given a natural-language topic and a timestampe…