Franck Dernoncourt

Best Publications

• Bias and Fairness in Large Language Models: A Survey

  Unknown

  342
  Citations

• Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives.

  Unknown

  231
  Citations

• ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

  Unknown

  156
  Citations

• Introduction to fuzzy logic

  Franck Dernoncourt

  127
  Citations

• Transfer learning for named-entity recognition with neural networks

  Ji Young Lee;Franck Dernoncourt;Peter Szolovits

  114
  Citations

• Scoring Sentence Singletons and Pairs for Abstractive Summarization

  Unknown

  112
  Citations

• Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models

  Mengnan Du;Varun Manjunatha;Rajiv Jain;Ruchi Deshpande

  74
  Citations

• Neural Networks for Joint Sentence Classification in Medical Paper Abstracts

  Franck Dernoncourt;Ji Young Lee;Peter Szolovits

  71
  Citations

• Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition

  Xiaolei Huang;Linzi Xing;Franck Dernoncourt;Michael J. Paul

  67
  Citations

• A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

  Unknown

  62
  Citations

• Fine-grained Image Captioning with CLIP Reward

  Unknown

  57
  Citations

• Bias and Fairness in Large Language Models: A Survey

  Unknown

  56
  Citations

• MOOCdb: Developing Data Standards for MOOC Data Science

  Kalyan Veeramachaneni;Franck Dernoncourt;Colin Taylor;Zachary Pardos

  55
  Citations

• ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

  Unknown

  50
  Citations

• Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning

  Unknown

  48
  Citations

• Transfer Learning for Named-Entity Recognition with Neural Networks

  Ji Young Lee;Franck Dernoncourt;Peter Szolovits

  45
  Citations

• Analyzing Sentence Fusion in Abstractive Summarization

  Unknown

  43
  Citations

• Expressing Visual Relationships via Language.

  Hao Tan;Franck Dernoncourt;Zhe Lin;Trung Bui

  43
  Citations

• TIMERS: Document-level Temporal Relation Extraction

  Puneet Mathur;Rajiv Jain;Franck Dernoncourt;Vlad Morariu

  42
  Citations

• Unleash GPT-2 Power for Event Detection

  Unknown

  40
  Citations