Lisa Beinborn

According to our database, Lisa Beinborn authored at least 28 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

From Babble to Words: Pre-Training Language Models on Continuous Streams of Phonemes.

Zebulon Goriely, Richard Diehl Martinez, Andrew Caines, Lisa Beinborn, Paula Buttery

CoRR, 2024

Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing.

Richard Diehl Martinez, Zebulon Goriely, Andrew Caines, Paula Buttery, Lisa Beinborn

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement.

Jonathan Kamp, Lisa Beinborn, Antske Fokkens

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

CLIMB: Curriculum Learning for Infant-inspired Model Building.

Richard Diehl Martinez, Zebulon Goriely, Hope McGovern, Christopher Davis, Andrew Caines, Paula Buttery, Lisa Beinborn

CoRR, 2023

A WordNet View on Crosslingual Transformers.

Wondimagegnhue Tufa, Lisa Beinborn, Piek Vossen

Proceedings of the 12th Global Wordnet Conference, 2023

Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods.

Jonathan Kamp, Lisa Beinborn, Antske Fokkens

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Analyzing Cognitive Plausibility of Subword Tokenization.

Lisa Beinborn, Yuval Pinter

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Cross-Lingual Transfer of Cognitive Processing Complexity.

Charlotte Pouw, Nora Hollenstein, Lisa Beinborn

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

"Geen makkie": Interpretable Classification and Simplification of Dutch Text Complexity.

Eliza Hobo, Charlotte Pouw, Lisa Beinborn

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2022

SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task.

Fadi Hassan, Wondimagegnhue Tufa, Guillem Collell, Piek Vossen, Lisa Beinborn, Adrian Flanagan, Kuan Eeik Tan

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Patterns of Text Readability in Human and Predicted Eye Movements.

Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn, Lena A. Jäger

Proceedings of the Workshop on Cognitive Aspects of the Lexicon, 2022

Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition.

Jonathan Kamp, Lisa Beinborn, Antske Fokkens

Proceedings of the 9th Workshop on Argument Mining, 2022

2021

Multilingual Language Models Predict Human Reading Behavior.

Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jäger, Lisa Beinborn

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Relative Importance in Sentence Processing.

Nora Hollenstein, Lisa Beinborn

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

2020

The Fluidity of Concept Representations in Human Brain Signals.

Eva Hendrikx, Lisa Beinborn

CoRR, 2020

Semantic Drift in Multilingual Representations.

Lisa Beinborn, Rochelle Choenni

Comput. Linguistics, 2020

Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze.

Ece Takmaz, Sandro Pezzelle, Lisa Beinborn, Raquel Fernández

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Probing Multilingual BERT for Genetic and Typological Signals.

Taraka Rama, Lisa Beinborn, Steffen Eger

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Blackbox meets blackbox: Representational Similarity and Stability Analysis of Neural Language Models and Brains.

Samira Abnar, Lisa Beinborn, Rochelle Choenni, Willem H. Zuidema

CoRR, 2019

Robust Evaluation of Language-Brain Encoding Experiments.

Lisa Beinborn, Samira Abnar, Rochelle Choenni

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains.

Samira Abnar, Lisa Beinborn, Rochelle Choenni, Willem H. Zuidema

Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

2018

Multimodal Grounding for Language Processing.

Lisa Beinborn, Teresa Botschen, Iryna Gurevych

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2016

Predicting and Manipulating the Difficulty of Text-Completion Exercises for Language Learning

Lisa Beinborn

PhD thesis, 2016

A domain-agnostic approach for opinion prediction on speech.

Pedro Bispo Santos, Lisa Beinborn, Iryna Gurevych

Proceedings of the Workshop on Computational Modeling of People's Opinions, 2016

Predicting the Spelling Difficulty of Words for Language Learners.

Lisa Beinborn, Torsten Zesch, Iryna Gurevych

Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

2015

Candidate evaluation strategies for improved difficulty prediction of language tests.

Lisa Beinborn, Torsten Zesch, Iryna Gurevych

Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015

2014

Predicting the Difficulty of Language Proficiency Tests.

Lisa Beinborn, Torsten Zesch, Iryna Gurevych

Trans. Assoc. Comput. Linguistics, 2014

2013

Cognate Production using Character-based Machine Translation.

Lisa Beinborn, Torsten Zesch, Iryna Gurevych

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013