no code implementations • 17 Jan 2024 • Kittipitch Kuptavanich, Ehud Reiter, Kees Van Deemter, Advaith Siddharthan
We are developing techniques to generate summary descriptions of sets of objects.
no code implementations • 6 Aug 2023 • Shuang Ao, Stefan Rueger, Advaith Siddharthan
We propose the Excess Area Under the Optimal RC Curve (E-AUoptRC), with the area in coverage from the optimal point to the full coverage.
1 code implementation • 6 Aug 2023 • Shuang Ao, Stefan Rueger, Advaith Siddharthan
Then we utilize the class-wise miscalibration score as a proxy to design a calibration technique that can tackle both over and under-confidence.
1 code implementation • 29 Jan 2023 • Shuang Ao, Stefan Rueger, Advaith Siddharthan
In this paper we integrate notions of model confidence and human confidence with label smoothing, respectively \textit{Model Confidence LS} and \textit{Human Confidence LS}, to achieve better model calibration and generalization.
no code implementations • 29 Aug 2021 • Mohamad Hardyman Barawi, Chenghua Lin, Advaith Siddharthan, Yinbin Liu
Our experimental results on three real-world datasets show that both the extractive and abstractive approaches outperform four strong baselines in terms of facilitating topic understanding and interpretation.
1 code implementation • EACL 2021 • Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan
We introduce the task of historical text summarisation, where documents in historical forms of a language are summarised in the corresponding modern language.
1 code implementation • 6 Nov 2018 • Advaith Siddharthan, Nicolas Cherbuin, Paul J. Eslinger, Kasia Kozlowska, Nora A. Murphy, Leroy Lowe
We then proceeded to annotate 11386 WordNet senses of all these words to create WordNet-feelings, a new affective dataset that identifies 3664 word senses as feelings, and associates each of these with one of the 9 categories of feeling.
no code implementations • WS 2018 • Kittipitch Kuptavanich, Ehud Reiter, Kees Van Deemter, Advaith Siddharthan
We explored the task of creating a textual summary describing a large set of objects characterised by a small number of features using an e-commerce dataset.
no code implementations • COLING 2012 • Steven Blake, Advaith Siddharthan, Hien Nguyen, Nirwan Sharma, Anne-Marie Robinson, Elaine O{'}Mahony, Ben Darvill, Chris Mellish, Ren{\'e} van der Wal