Nora Hollenstein

Orcid: 0000-0001-7936-4170

According to our database1, Nora Hollenstein authored at least 44 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

On csauthors.net:

Bibliography

2024
Eye-Tracking Features Masking Transformer Attention in Question-Answering Tasks.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Longer Fixations, More Computation: Gaze-Guided Recurrent Neural Networks.
CoRR, 2023

WebQAmGaze: A Multilingual Webcam Eye-Tracking-While-Reading Dataset.
CoRR, 2023

Dyslexia Prediction from Natural Reading of Danish Texts.
Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

PLM-AS: Pre-trained Language Models Augmented with Scanpaths for Sentiment Classification.
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

Long-Range Language Modeling with Selective Cache.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Cross-Lingual Transfer of Cognitive Processing Complexity.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Synthesizing Human Gaze Feedback for Improved NLP Performance.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022
Dynamic Human Evaluation for Relative Model Comparisons.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

The Copenhagen Corpus of Eye Tracking Recordings from Natural Reading of Danish Texts.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Every word counts: A multilingual analysis of individual human alignment with model attention.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Patterns of Text Readability in Human and Predicted Eye Movements.
Proceedings of the Workshop on Cognitive Aspects of the Lexicon, 2022

Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Leveraging Cognitive Processing Signals for Natural Language Understanding.
PhD thesis, 2021

Reading Task Classification Using EEG and Eye-Tracking Data.
CoRR, 2021

Evaluating Bayes Error Estimators on Read-World Datasets with FeeBee.
CoRR, 2021

Decoding EEG Brain Activity for Multi-Modal Natural Language Processing.
CoRR, 2021

Evaluating Bayes Error Estimators on Real-World Datasets with FeeBee.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Multilingual Language Models Predict Human Reading Behavior.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Ease.ML: A Lifecycle Management System for Machine Learning.
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

Relative Importance in Sentence Processing.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

CMCL 2021 Shared Task on Eye-Tracking Prediction.
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020
Neural dynamics of sentiment processing during naturalistic sentence reading.
NeuroImage, 2020

Sequence labelling and sequence classification with gaze: Novel uses of eye-tracking data for Natural Language Processing.
Lang. Linguistics Compass, 2020

On Automatic Feasibility Study for Machine Learning Application Development with ease.ml/snoopy.
CoRR, 2020

Human brain activity for machine attention.
CoRR, 2020

ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

CogniVal in Action: An Interface for Customizable Cognitive Word Embedding Evaluation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Advancing NLP with Cognitive Language Processing Signals.
CoRR, 2019

Non-Invasive Silent Speech Recognition in Multiple Sclerosis with Dysphonia.
Proceedings of the Machine Learning for Health Workshop, 2019

Entity Recognition at First Sight: Improving NER with Eye Movement Information.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

CogniVal: A Framework for Cognitive Word Embedding Evaluation.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018
ETH-DS3Lab at SemEval-2018 Task 7: Effectively Combining Recurrent and Convolutional Neural Networks for Relation Classification and Extraction.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Sequence Classification with Human Attention.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks.
Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018

2016
Inconsistency Detection in Semantic Annotation.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2015
A Resource for Natural Language Processing of Swiss German Dialects.
Proceedings of the International Conference of the German Society for Computational Linguistics and Language Technology, 2015

2014
Inducing Domain-specific Noun Polarity Guided by Domain-independent Polarity Preferences of Adjectives.
Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

Compilation of a Swiss German Dialect Corpus and its Application to PoS Tagging.
Proceedings of the First Workshop on Applying NLP Tools to Similar Languages, 2014

SA-UZH: Verb-based Sentiment Analysis.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Verb Polarity Frames: a New Resource and its Application in Target-specific Polarity Classification.
Proceedings of the 12th Edition of the Konvens Conference, 2014


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