Lucie Flek
44 papers · 2020–2026 · 8 venues · across top CS/AI venues
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data augmentation
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hyperbolic space
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social media
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social media analysis
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cross-lingual transfer
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mental health
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sentence classification
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empathy prediction
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multilingual embedding
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temporal representation
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text generation
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differential privacy
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social network analysis
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transfer learning
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Papers
Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents
EACL 2026
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving
ACL 2025
CAISA at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-Checked Claim Retrieval
SemEval 2025
Can Stories Help LLMs Reason? Curating Information Space Through Narrative
ACL 2025
CINEMETRIC: A Framework for Multi-Perspective Evaluation of Conversational Agents using Human-AI Collaboration
EMNLP 2025
Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction
AACL 2025
Explainable Hallucination through Natural Language Inference Mapping
ACL 2025
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives
COLING 2025
Improving Low-Resource Dialect Classification Using Retrieval-based Voice Conversion
Interspeech 2025
Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models
EMNLP 2025
Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
ACL 2025
MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning
COLING 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling
EMNLP 2025
USDC: A Dataset of ̲User ̲Stance and ̲Dogmatism in Long ̲Conversations
ACL 2025
A Perspectivist Corpus of Numbers in Social Judgements
COLING 2024
Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations
COLING 2024
Archetypes and Entropy: Theory-Driven Extraction of Evidence for Suicide Risk
EACL 2024
Corpus Considerations for Annotator Modeling and Scaling
NAACL 2024
DeFaktS: A German Dataset for Fine-Grained Disinformation Detection through Social Media Framing
COLING 2024
Do Multilingual Large Language Models Mitigate Stereotype Bias?
ACL 2024
Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior
NAACL 2024
LeadEmpathy: An Expert Annotated German Dataset of Empathy in Written Leadership Communication
COLING 2024
Perspective Taking through Generating Responses to Conflict Situations
ACL 2024
Pitfalls of Conversational LLMs on News Debiasing
COLING 2024
The Impact of Differential Privacy on Group Disparity Mitigation
NAACL 2024
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification
SemEval 2023
Domain Transfer for Empathy, Distress, and Personality Prediction
ACL 2023
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing
EMNLP 2022
CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction
ACL 2022
CAISA@SMM4H’22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods
COLING 2022
DMix: Adaptive Distance-aware Interpolative Mixup
ACL 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy
NAACL 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation
EMNLP 2022
OK Boomer: Probing the socio-demographic Divide in Echo Chambers
NAACL 2022
Temporal Graph Analysis of Misinformation Spreaders in Social Media
COLING 2022
The Impact of Differential Privacy on Group Disparity Mitigation
NAACL 2022
Understanding Interpersonal Conflict Types and their Impact on Perception Classification
EMNLP 2022
Unifying Data Perspectivism and Personalization: An Application to Social Norms
EMNLP 2022
HypMix: Hyperbolic Interpolative Data Augmentation
EMNLP 2021
Perceived and Intended Sarcasm Detection with Graph Attention Networks
EMNLP 2021
PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media
EACL 2021
[RETRACTED] DMix: Distance Constrained Interpolative Mixup
EMNLP 2021
Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning
NAACL 2021
Returning the N to NLP: Towards Contextually Personalized Classification Models
ACL 2020