Publications

• RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering. [Code]
  Rujun Han, Yuhao Zhang, Peng Qi, Yumo Xu, Jenyuan Wang, Lan Liu, William Yang Wang, Bonan Min, Vittorio Castelli. EMNLP-2024 main conference

• Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models. [Code]
  Zhengxuan Wu, Yuhao Zhang, Peng Qi, Yumo Xu, Rujun Han, Yian Zhang, Jifan Chen, Bonan Min, Zhiheng Huang. EMNLP-2024 main conference

• RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering. [Code]
  Rujun Han, Peng Qi, Yuhao Zhang, Lan Liu, Juliette Burger, William Yang Wang, Zhiheng Huang, Bing Xiang and Dan Roth. ACL 2023 Findings

• ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems.
  Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng. ACL 2023

• Event-centric Reasoning with Neuro-Symbolic Networks and Knowledge Incorporation.
  Rujun Han. Ph.D. Thesis

• Character-centric Story Visualization via Visual Planning and Token Alignment. [Code]
  Hong Chen, Rujun Han, Te-Lin Wu, Hideki Nakayama and Nanyun Peng. EMNLP 2022

• Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts [Code]
  Rujun Han, Hong Chen, Yufei Tian and Nanyun Peng. NAACL 2022

• ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning. [Code]
  Rujun Han, I-Hung Hsu, Jiao Sun, Julia Baylon, Qiang Ning, Dan Roth and Nanyun Peng. EMNLP 2021

• ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning. [Code]
  Rujun Han, Xiang Ren and Nanyun Peng. EMNLP 2021

• EventPlus: A Temporal Event Understanding Pipeline.
  Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng. NAACL 2021 Demostrations Track

• Modeling Context in Answer Sentence Selection Systems on a Latency Budget.
  Rujun Han, Luca Soldaini and Alessandro Moschitti. EACL 2021

• Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference.
  Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping and Wei Wang. AAAI 2021 [acceptance rate: 21.0%]

• Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. [Code]
  Rujun Han, Yichao Zhou and Nanyun Peng. EMNLP 2020 [acceptance rate: 22.4%]

• TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions. [Code]
  Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner and Dan Roth. EMNLP 2020 [acceptance rate: 22.4%]

• Becoming a Dentist: Tracing Professional Identity Development Through Mixed Methods Data Mining of Student Reflections.
  Alyssa Wise, Sameen Reza and Rujun Han. ICLS 2020

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

• 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%]

• 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

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