Pareto Probing: Trading Off Accuracy for Complexity

Pareto Probing: Trading Off Accuracy for Complexity

5 October 2020

Papers citing "Pareto Probing: Trading Off Accuracy for Complexity"

14 / 14 papers shown

Title
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 27 10 0 20 Dec 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 37 13 0 04 Jul 2022
On the Usefulness of Embeddings, Clusters and Strings for Text Generator Evaluation Tiago Pimentel Clara Meister Ryan Cotterell 48 7 0 31 May 2022
Visualizing the Relationship Between Encoded Linguistic Information and Task Performance Jiannan Xiang Huayang Li Defu Lian Guoping Huang Taro Watanabe Lemao Liu 42 0 0 29 Mar 2022
Conditional probing: measuring usable information beyond a baseline John Hewitt Kawin Ethayarajh Percy Liang Christopher D. Manning 39 55 0 19 Sep 2021
How Does Adversarial Fine-Tuning Benefit BERT? J. Ebrahimi Hao Yang Wei Zhang AAML 26 4 0 31 Aug 2021
A multilabel approach to morphosyntactic probing Naomi Tachikawa Shapiro Amandalynne Paullada Shane Steinert-Threlkeld 37 10 0 17 Apr 2021
Probing artificial neural networks: insights from neuroscience Anna A. Ivanova John Hewitt Noga Zaslavsky 6 16 0 16 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 45 243 0 14 Apr 2021
DirectProbe: Studying Representations without Classifiers Yichu Zhou Vivek Srikumar 32 27 0 13 Apr 2021
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics Vassilina Nikoulina Maxat Tezekbayev Nuradil Kozhakhmet Madina Babazhanova Matthias Gallé Z. Assylbekov 34 8 0 02 Mar 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 405 0 24 Feb 2021
When Do You Need Billions of Words of Pretraining Data? Yian Zhang Alex Warstadt Haau-Sing Li Samuel R. Bowman 26 136 0 10 Nov 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016