1. Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
    Rujun Han, Qiang Ning and Nanyun Peng. EMNLP 2019 [acceptance rate: 23.8%]

  2. Deep Structured Neural Network for Event Temporal Relation Extraction
    Rujun Han, I-Hung Hsu, Mu Yang, Aram Galstyan, Ralph Weischedel and Nanyun Peng. CoNLL 2019 [acceptance rate: 22.7%]

  3. Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding
    Rujun Han, Mengyue Liang, Bashar Alhafni and Nanyun Peng. NAACL 2019 Workshop on Narrative Understanding

  4. Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop.
    Rujun Han, Michael Gill, Arthur Spirling and Kyunghyun Cho. EMNLP 2018 [acceptance rate (short): 23.2%]