Should We Trust This Summary? Bayesian Abstractive Summarization to The
Rescue

Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue

21 May 2021

Alexios Gidiotis

Grigorios Tsoumakas

Papers citing "Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue"

11 / 11 papers shown

Title
DUAL: Diversity and Uncertainty Active Learning for Text Summarization Petros Stylianos Giouroukis Alexios Gidiotis Grigorios Tsoumakas 34 0 0 02 Mar 2025
A Survey on Deep Active Learning: Recent Advances and New Frontiers Dongyuan Li Zhen Wang Yankai Chen Renhe Jiang Weiping Ding Manabu Okumura 41 20 0 01 May 2024
Uncertainty in Natural Language Generation: From Theory to Applications Joris Baan Nico Daheim Evgenia Ilia Dennis Ulmer Haau-Sing Li Raquel Fernández Barbara Plank Rico Sennrich Chrysoula Zerva Wilker Aziz UQLM 24 40 0 28 Jul 2023
Uncertainty in Natural Language Processing: Sources, Quantification, and Applications Mengting Hu Zhen Zhang Shiwan Zhao Minlie Huang Bingzhe Wu BDL 26 34 0 05 Jun 2023
Active Learning for Natural Language Generation Yotam Perlitz Ariel Gera Michal Shmueli-Scheuer D. Sheinwald Noam Slonim L. Ein-Dor 19 3 0 24 May 2023
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study Polina Zablotskaia Du Phan Joshua Maynez Shashi Narayan Jie Jessie Ren J. Liu UQLM UQCV 20 18 0 17 Apr 2023
Active Learning for Abstractive Text Summarization Akim Tsvigun Ivan Lysenko Danila Sedashov Ivan Lazichny Eldar Damirov ... Leonid Sanochkin Maxim Panov Alexander Panchenko Mikhail Burtsev Artem Shelmanov 19 11 0 09 Jan 2023
Bayesian Active Summarization Alexios Gidiotis Grigorios Tsoumakas BDL 13 7 0 09 Oct 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 257 2,013 0 28 Jul 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,613 0 19 Feb 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 267 9,136 0 06 Jun 2015