Improving Natural Language Processing Tasks with Human Gaze-Guided
Neural Attention

Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

15 October 2020

Philipp Mueller

Andreas Bulling

Papers citing "Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention"

14 / 14 papers shown

Title
OASST-ETC Dataset: Alignment Signals from Eye-tracking Analysis of LLM Responses Angela Lopez-Cardona Sebastian Idesis Miguel Barreda-Ángeles Sergi Abadal Ioannis Arapakis 48 0 0 13 Mar 2025
Unknown Word Detection for English as a Second Language (ESL) Learners Using Gaze and Pre-trained Language Models Jiexin Ding Bowen Zhao Yuntao wang Xinyun Liu Rui Hao Ishan Chatterjee Yuanchun Shi 54 0 0 17 Feb 2025
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models Angela Lopez-Cardona Carlos Segura Alexandros Karatzoglou Sergi Abadal Ioannis Arapakis ALM 56 2 0 02 Oct 2024
Understanding Deep Neural Networks via Linear Separability of Hidden Layers Chao Zhang Xinyuan Chen Wensheng Li Lixue Liu Wei Wu Dacheng Tao 28 3 0 26 Jul 2023
Synthesizing Human Gaze Feedback for Improved NLP Performance Varun Khurana Yaman Kumar Singla Nora Hollenstein R. Kumar Balaji Krishnamurthy 13 15 0 11 Feb 2023
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion Retrieval L. Xiao T. Yamasaki AI4TS 21 2 0 27 Dec 2022
A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models Karin de Langis Dongyeop Kang 21 1 0 19 Dec 2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 29 39 0 07 Dec 2022
Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task Leilei Zhao Yingyi Zhang Chengzhi Zhang 32 2 0 08 Sep 2022
Multimodal Integration of Human-Like Attention in Visual Question Answering Ekta Sood Fabian Kögel Philippe Muller Dominike Thomas Mihai Bâce Andreas Bulling 41 16 0 27 Sep 2021
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering Ekta Sood Fabian Kögel Florian Strohm Prajit Dhar Andreas Bulling 40 19 0 27 Sep 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 40 3,838 0 28 Jul 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals Yuqi Ren Deyi Xiong 24 16 0 10 Jun 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,925 0 17 Aug 2015