Lisa Beinborn

25 papers · 2013–2025 · 9 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (35) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (9) 🏃 Academic Marathon (12) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🧬 Topic Evolution 🏆 Keyword Champion (2) ⚡ Prolific Year (6) 🗃️ Keyword Collector (104) 🔥 Unstoppable (8) 💎 Century Club (25)

Conferences

EMNLP (7) COLING (4) ACL (3) IJCNLP (3) AACL (2) CONLL (2) NAACL (2) EACL (1) SEMEVAL (1)

Top co-authors

Jonathan Kamp (5) Nora Hollenstein (5) Antske Fokkens (5) Paula Buttery (4) Zébulon Goriely (4) Andrew Caines (4) Richard Diehl Martinez (4) Guillem Collell (2) Christopher Davis (2) Fadi Hassan (2)

Keywords

language model (5) token classification (3) eye tracking (3) neural language model (2) transformer model (2) sentence processing (2) reading behavior (2) conditional random field (2) cross-domain classification (2) multilingual language model (2) text simplification (2) relative importance (2) explanation faithfulness (2) attention regularization (2) text representation (1) image captioning (1) argument mining (1) multimodal learning (1) named entity recognition (1) text classification (1)

Papers

Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025

Once Upon a Time: Interactive Learning for Storytelling with Small Language Models EMNLP 2025

Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies AACL 2025

Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing EMNLP 2024

From Babble to Words: Pre-Training Language Models on Continuous Streams of Phonemes CONLL 2024

The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement COLING 2024

Considering Human Interaction and Variability in Automatic Text Simplification EMNLP 2024

CLIMB – Curriculum Learning for Infant-inspired Model Building EMNLP 2023

Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods EMNLP 2023

“Geen makkie”: Interpretable Classification and Simplification of Dutch Text Complexity ACL 2023

CLIMB – Curriculum Learning for Infant-inspired Model Building CONLL 2023

Cross-Lingual Transfer of Cognitive Processing Complexity EACL 2023

Analyzing Cognitive Plausibility of Subword Tokenization EMNLP 2023

Patterns of Text Readability in Human and Predicted Eye Movements AACL 2022

Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition COLING 2022

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

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

Multilingual Language Models Predict Human Reading Behavior NAACL 2021

Relative Importance in Sentence Processing ACL 2021

Relative Importance in Sentence Processing IJCNLP 2021

Probing Multilingual BERT for Genetic and Typological Signals COLING 2020

Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze EMNLP 2020

Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019

Multimodal Grounding for Language Processing COLING 2018

Cognate Production using Character-based Machine Translation IJCNLP 2013