CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models

CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models

8 June 2023

Potsawee Manakul

Yassir Fathullah

Papers citing "CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models"

10 / 10 papers shown

Title
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models Jinghui Liu Aaron Nicolson Jason Dowling Bevan Koopman Anthony N. Nguyen 48 5 0 03 Jul 2024
Efficient Sample-Specific Encoder Perturbations Yassir Fathullah Mark Gales 31 0 0 01 May 2024
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM Xiaoding Lu Zongyi Liu Adian Liusie Vyas Raina Vineet Mudupalli Yuwen Zhang W. Beauchamp 35 15 0 04 Jan 2024
A Survey of Confidence Estimation and Calibration in Large Language Models Jiahui Geng Fengyu Cai Yuxia Wang Heinz Koeppl Preslav Nakov Iryna Gurevych UQCV 46 56 0 14 Nov 2023
It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk Amanda Bertsch Alex Xie Graham Neubig Matthew R. Gormley 46 33 0 02 Oct 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 50 279 0 14 Sep 2023
Minimum Bayes' Risk Decoding for System Combination of Grammatical Error Correction Systems Vyas Raina Mark Gales 34 1 0 12 Sep 2023
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study Yanjun Gao Ruizhe Li John R. Caskey Dmitriy Dligach T. Miller M. Churpek Majid Afshar Dmitriy Dligach Majid Afshar LM&MA 35 5 0 28 Aug 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 278 5,695 0 05 Dec 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016