Lea Frermann

50 papers · 2012–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (75) 🔬 Deep Specialist (11) 🤝 Dynamic Duo (24) 🧬 Topic Evolution ⚡ Prolific Year (5) 💎 Century Club (49) 📈 Trend Setter 🗃️ Keyword Collector (186) 🔥 Unstoppable (9) ❓ The Questioner (3)

Conferences

EMNLP (12) ACL (11) NAACL (8) EACL (5) IJCNLP (5) AACL (4) COLING (2) AAAI (1) CONLL (1) SEMEVAL (1)

Top co-authors

Trevor Cohn (24) Timothy Baldwin (15) Xudong Han (8) Chunhua Liu (7) Aili Shen (6) Kemal Kurniawan (5) Philip Schulz (5) Mirella Lapata (5) Simon De Deyne (4) Shima Khanehzar (4)

Keywords

text classification (6) bias mitigation (5) word association (5) multimodal learning (4) pre-trained language model (4) commonsense knowledge (4) cross-lingual transfer (4) natural language processing (4) language model (4) debiasing method (4) multi-view learning (3) large language model (3) sequence tagging (3) class imbalance (3) semantic analysis (3) prompt engineering (3) source-free domain adaptation (3) passage retrieval (2) adversarial training (2) document classification (2)

Papers

Control Illusion: The Failure of Instruction Hierarchies in Large Language Models AAAI 2026

Human Interest Framing across Cultures: A Case Study on Climate Change COLING 2025

WHoW: A Cross-domain Approach for Analysing Conversation Moderation NAACL 2025

Moderation Matters: Measuring Conversational Moderation Impact in English as a Second Language Group Discussion ACL 2025

Narrative Media Framing in Political Discourse ACL 2025

Comparing Moral Values in Western English-speaking societies and LLMs with Word Associations ACL 2025

Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing NAACL 2024

Generative Debunking of Climate Misinformation ACL 2024

Can GPT-4 Recover Latent Semantic Relational Information from Word Associations? A Detailed Analysis of Agreement with Human-annotated Semantic Ontologies. COLING 2024

Media Framing: A typology and Survey of Computational Approaches Across Disciplines ACL 2024

Super-SCOTUS: A multi-sourced dataset for the Supreme Court of the US EMNLP 2023

A Large-Scale Multilingual Study of Visual Constraints on Linguistic Selection of Descriptions EACL 2023

Probing Power by Prompting: Harnessing Pre-trained Language Models for Power Connotation Framing EACL 2023

It’s not only What You Say, It’s also Who It’s Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom AACL 2023

It’s not only What You Say, It’s also Who It’s Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom IJCNLP 2023

Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing ACL 2023

Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts ACL 2023

More than Votes? Voting and Language based Partisanship in the US Supreme Court EMNLP 2023

Systematic Evaluation of Predictive Fairness AACL 2022

WAX: A New Dataset for Word Association eXplanations AACL 2022

Does Representational Fairness Imply Empirical Fairness? AACL 2022

FairLib: A Unified Framework for Assessing and Improving Fairness EMNLP 2022

Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs EMNLP 2022

Towards Fair Dataset Distillation for Text Classification EMNLP 2022

Systematic Evaluation of Predictive Fairness IJCNLP 2022

WAX: A New Dataset for Word Association eXplanations IJCNLP 2022

Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data NAACL 2022

A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022

Optimising Equal Opportunity Fairness in Model Training NAACL 2022

Evaluating Debiasing Techniques for Intersectional Biases EMNLP 2021

Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames NAACL 2021

PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging SEMEVAL 2021

Commonsense Knowledge in Word Associations and ConceptNet CONLL 2021

PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging IJCNLP 2021

PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging ACL 2021

PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation EACL 2021

Fairness-aware Class Imbalanced Learning EMNLP 2021

Commonsense Knowledge in Word Associations and ConceptNet EMNLP 2021

Screenplay Summarization Using Latent Narrative Structure ACL 2020

Partners in Crime: Multi-view Sequential Inference for Movie Understanding EMNLP 2019

Partners in Crime: Multi-view Sequential Inference for Movie Understanding IJCNLP 2019

Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019

Inducing Document Structure for Aspect-based Summarization ACL 2019

Book QA: Stories of Challenges and Opportunities EMNLP 2019

Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing NAACL 2018

Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels EMNLP 2017

A Bayesian Model for Joint Learning of Categories and their Features NAACL 2015

Incremental Bayesian Learning of Semantic Categories EACL 2014

A Hierarchical Bayesian Model for Unsupervised Induction of Script Knowledge EACL 2014

Cross-lingual Parse Disambiguation based on Semantic Correspondence ACL 2012