A Comparative Study on Textual Saliency of Styles from Eye Tracking,
Annotations, and Language Models

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A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models

19 December 2022

Karin de Langis

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Papers citing "A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models"

16 / 16 papers shown

Title
StyLEx: Explaining Style Using Human Lexical Annotations Shirley Anugrah Hayati Kyumin Park Dheeraj Rajagopal Lyle Ungar Dongyeop Kang 74 3 0 14 Oct 2022
A Survey on Using Gaze Behaviour for Natural Language Processing Sandeep Albert Mathias Diptesh Kanojia Abhijit Mishra P. Bhattacharyya 84 25 0 21 Dec 2021
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica Shirley Anugrah Hayati Dongyeop Kang Lyle Ungar 68 33 0 06 Sep 2021
Meta-Learning to Compositionally Generalize Henry Conklin Bailin Wang Kenny Smith Ivan Titov OOD 102 76 0 08 Jun 2021
Lower Perplexity is Not Always Human-Like Tatsuki Kuribayashi Yohei Oseki Takumi Ito Ryo Yoshida Masayuki Asahara Kentaro Inui 50 76 0 02 Jun 2021
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention Ekta Sood Simon Tannert Philipp Mueller Andreas Bulling 71 73 0 15 Oct 2020
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension Ekta Sood Simon Tannert Diego Frassinelli Andreas Bulling Ngoc Thang Vu HAI 48 56 0 13 Oct 2020
Bridging Information-Seeking Human Gaze and Machine Reading Comprehension J. Malmaud R. Levy Yevgeni Berzak 51 33 0 30 Sep 2020
Captum: A unified and generic model interpretability library for PyTorch Narine Kokhlikyan Vivek Miglani Miguel Martin Edward Wang B. Alsallakh ... Alexander Melnikov Natalia Kliushkina Carlos Araya Siqi Yan Orion Reblitz-Richardson FAtt 144 846 0 16 Sep 2020
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior Ethan Gotlieb Wilcox Jon Gauthier Jennifer Hu Peng Qian R. Levy 47 169 0 02 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 838 42,332 0 28 May 2020
Advancing NLP with Cognitive Language Processing Signals Nora Hollenstein Maria Barrett M. Troendle Francesco Bigiolli N. Langer Ce Zhang 81 39 0 04 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 191 6,015 0 04 Mar 2017
Harnessing Cognitive Features for Sarcasm Detection Abhijit Mishra Diptesh Kanojia Seema Nagar Kuntal Dey P. Bhattacharyya 52 57 0 19 Jan 2017
A Computational Approach to Politeness with Application to Social Factors Cristian Danescu-Niculescu-Mizil Moritz Sudhof Dan Jurafsky J. Leskovec Christopher Potts 67 439 0 25 Jun 2013

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