Elizabeth Black
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
NLP×2
Frequent co-authors
Research Timeline
2026
Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages
The paper introduces a multilingual corpus and demonstrates that small, fine-tuned language models (SLMs) are highly effective for Citation Needed Detection (CND) in lower-resource languages, often outperforming large language models (LLMs).
TSM-Bench: Detecting LLM-Generated Text in Real-World Wikipedia Editing Practices
The paper introduces TSM-Bench, a new benchmark that demonstrates existing LLM-generated text detectors fail to accurately identify task-specific machine-generated content found in real-world Wikipedia editing.
Highlighted terms show continued research focus across papers
Papers
cs.CLRecentMay 29, 2026
Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages
The paper introduces a multilingual corpus and demonstrates that small, fine-tuned language models (SLMs) are highly effective for Citation Needed Detection (CND) in lower-resource languages, often ou…
View →
cs.CLRecentMay 29, 2026