Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting

22 February 2024

Papers citing "Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting"

4 / 4 papers shown

Title
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity Dennis Ulmer J. Frellsen Christian Hardmeier 187 22 0 20 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt W. Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 175 86 0 10 Oct 2022
Acceptability Judgements via Examining the Topology of Attention Maps D. Cherniavskii Eduard Tulchinskii Vladislav Mikhailov Irina Proskurina Laida Kushnareva Ekaterina Artemova S. Barannikov Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 770 19 0 19 May 2022
Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 36 49 0 10 Sep 2021