Franck Dernoncourt

Latest

• A Multi-LLM Debiasing Framework (arXiv 2024)
• DocScript: Document-level Script Event Prediction (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) 2024)
• DocEdit: language-guided document editing (Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2023)
• LayerDoc: layer-wise extraction of spatial hierarchical structure in visually-rich documents (Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) 2023)
• Bit-aware randomized response for local differential privacy in federated learning ( 2022)
• DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. (INTERSPEECH 2022)
• Doctime: A document-level temporal dependency graph parser (Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NNACL) 2022)
• User-Entity Differential Privacy in Learning Natural Language Models (IEEE International Conference on Big Data (Big Data) 2022)
• Towards interpreting and mitigating shortcut learning behavior of NLU models (Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NNACL) 2021)