Lea Frermann

Most-cited papers

Evaluating Debiasing Techniques for Intersectional Biases
Shivashankar Subramanian, Xudong Han, Timothy Baldwin, Trevor Cohn +1 more
2021Conference on Empirical Methods in Natural Language Processing55 citations Open access
Semantic Scholar
Contrastive Learning for Fair Representations
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin +1 more
2021arXiv.org53 citations
Semantic Scholar
Optimising Equal Opportunity Fairness in Model Training
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin +1 more
2022North American Chapter of the Association for Computational Linguistics41 citations Open access
Semantic Scholar
Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing
Lea Frermann, Jiatong Li, Shima Khanehzar, Gosia Mikołajczak
2023Annual Meeting of the Association for Computational Linguistics33 citations Open access
Semantic Scholar
Fairness-aware Class Imbalanced Learning
Shivashankar Subramanian, Afshin Rahimi, Timothy Baldwin, Trevor Cohn +1 more
2021Conference on Empirical Methods in Natural Language Processing33 citations Open access
Semantic Scholar
Does Representational Fairness Imply Empirical Fairness?
Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin +1 more
2022AACL/IJCNLP25 citations Open access
Semantic Scholar
FairLib: A Unified Framework for Assessing and Improving Fairness
Xudong Han, Aili Shen, Yitong Li, Lea Frermann +2 more
2022Conference on Empirical Methods in Natural Language Processing19 citations Open access
Semantic Scholar
Super-SCOTUS: A multi-sourced dataset for the Supreme Court of the US
Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann
2023NLLP16 citations Open access
Semantic Scholar
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames
Shima Khanehzar, Trevor Cohn, Gosia Mikołajczak, A. Turpin +1 more
2021North American Chapter of the Association for Computational Linguistics16 citations Open access
Semantic Scholar
PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation
Kemal Kurniawan, Lea Frermann, P. Schulz, Trevor Cohn
2021Conference of the European Chapter of the Association for Computational Linguistics16 citations Open access
Semantic Scholar
fairlib: A Unified Framework for Assessing and Improving Classification Fairness
Xudong Han, Aili Shen, Yitong Li, Lea Frermann +2 more
2022arXiv.org12 citations Open access
Semantic Scholar
WAX: A New Dataset for Word Association eXplanations
Chun-Hua Liu, Trevor Cohn, S. De Deyne, Lea Frermann
2022AACL11 citations Open access
Semantic Scholar
Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing
Gisela Vallejo, Timothy Baldwin, Lea Frermann
2023NLPCSS9 citations Open access
Semantic Scholar
Commonsense Knowledge in Word Associations and ConceptNet
Chun-Hua Liu, Trevor Cohn, Lea Frermann
2021Conference on Computational Natural Language Learning9 citations Open access
Semantic Scholar
Systematic Evaluation of Predictive Fairness
Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin +1 more
2022AACL7 citations Open access
Semantic Scholar
Towards Fair Dataset Distillation for Text Classification
Xudong Han, Aili Shen, Yitong Li, Lea Frermann +2 more
2022SUSTAINLP5 citations Open access
Semantic Scholar
It’s not only What You Say, It’s also Who It’s Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom
Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann
2023International Joint Conference on Natural Language Processing4 citations Open access
Semantic Scholar
Connecting the Dots in News Analysis: A Cross-Disciplinary Survey of Media Bias and Framing
Gisela Vallejo, Timothy Baldwin, Lea Frermann
2023arXiv.org3 citations Open access
Semantic Scholar
Probing Power by Prompting: Harnessing Pre-trained Language Models for Power Connotation Framing
Shima Khanehzar, Trevor Cohn, Gosia Mikołajczak, Lea Frermann
2023Conference of the European Chapter of the Association for Computational Linguistics3 citations Open access
Semantic Scholar
Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts
Chun-Hua Liu, Trevor Cohn, Lea Frermann
2023STARSEM3 citations Open access
Semantic Scholar
Evaluating the Examiner: The Perils of Pearson Correlation for Validating Text Similarity Metrics
Gisela Vallejo, Timothy Baldwin, Lea Frermann
2022Australasian Language Technology Association Workshop2 citations
Semantic Scholar
Human Interest Framing across Cultures: A Case Study on Climate Change
Gisela Vallejo, C. de Kock, Timothy Baldwin, Lea Frermann
2025International Conference on Computational Linguistics1 citations
Semantic Scholar
Robustness of Neurosymbolic Reasoners on First-Order Logic Problems
Hannah Bansal, Kemal Kurniawan, Lea Frermann
2025arXiv.org1 citations
Semantic Scholar
More than Votes? Voting and Language based Partisanship in the US Supreme Court
Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann
2023Conference on Empirical Methods in Natural Language Processing1 citations Open access
Semantic Scholar
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data
Kemal Kurniawan, Lea Frermann, P. Schulz, Trevor Cohn
2021North American Chapter of the Association for Computational Linguistics0 citations Open access
Semantic Scholar
Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change 2021
Nina Tahmasebi, Ehsaneddin Asgari, Pierpaolo Basile, Christin Beck +465 more
20210 citations Open access
Semantic Scholar
PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging
Kemal Kurniawan, Lea Frermann, P. Schulz, Trevor Cohn
2021International Workshop on Semantic Evaluation0 citations Open access
Semantic Scholar