The 19th International Natural Language Generation Conference is scheduled to be held in Utrecht, the Netherlands from October 17 to 21, 2026.

The 19th International Natural Language Generation Conference is scheduled to be held in Utrecht, the Netherlands from October 17 to 21, 2026.

CATS (Computational Analysis of Text and Society) is an interdisciplinary research lab at the University of Maryland.

In our latest research, led by Sadie Barlow and with Dr Edoardo Manino, we discovered a very important property of LambdaG: it does not require a calibration dataset to produce well calibrated likelihood ratios. A simple correction is sufficient. This means that the analysis is significantly simpler to implement and explain. LambdaG is therefore also the only existing authorship verification method that does not require a calibration analysis to produce likelihood ratios. The paper, currently under review, is available on arXiv here:

Welcome to the OpenReview homepage for INLG 2026 Conference Direct Submissions

Workshop on Insights from Negative Results in NLP

Dong Nguyen, Esther Ploeger. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025.