Papers by Elena Schmidt
Querying Interaction Structure: Approaches to Overlap in Spoken Language Corpora (2022.lrec-1)
Copied to clipboard
| Challenge: | In this paper, we address two specific problems arising when indexing and searching interaction corpora with overlapping speaker contributions. |
| Approach: | They propose and experiment with a speaker-based search mode that enables any speaker’s transcription tier to be the basic tokenization layer whereby contributions of other speakers are mapped to this given tier. |
| Outcome: | The proposed method enables any speaker’s transcription tier to be the basic tokenization layer whereby contributions of other speakers are mapped to this given tier. |
GerAV: Towards New Heights in German Authorship Verification using Fine-Tuned LLMs on a New Benchmark (2026.findings-acl)
Copied to clipboard
| Challenge: | Authorship verification (AV) is a task of determining whether two texts were written by the same author. |
| Approach: | They propose a benchmark for German AV comprising over 400k labeled text pairs. |
| Outcome: | The proposed model outperforms baselines and state-of-the-art models by 0.09 and surpasses GPT-5 in a zero-shot setting by 0.08. |