Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop. - Rujun Han; Michael Gill; Arthur Spirling; Kyunghyun Cho (EMNLP, 2018)

Deep Structured Neural Network for Event Temporal Relation Extraction. - Rujun Han; I-Hung Hsu; Mu Yang; Aram Galstyan; Ralph M. Weischedel; Nanyun Peng 001 (CoNLL, 2019)

Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction. - Rujun Han; Qiang Ning; Nanyun Peng 001 (EMNLP/IJCNLP (1), 2019)

Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding. - Rujun Han; Mengyue Liang; Bashar Alhafni; Nanyun Peng 001 (CoRR, 2019)

Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. - Rujun Han; Yichao Zhou 001; Nanyun Peng 001 (EMNLP (1), 2020)

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions. - Qiang Ning; Hao Wu 034; Rujun Han; Nanyun Peng 001; Matt Gardner 001; Dan Roth 001 (EMNLP (1), 2020)

Becoming a Dentist: Tracing Professional Identity Development Through Mixed Methods Data Mining of Student Reflections. - Alyssa Friend Wise; Sameen Reza; Rujun Han (ICLS, 2020)

DEER: A Data Efficient Language Model for Event Temporal Reasoning. - Rujun Han; Xiang Ren 001; Nanyun Peng 001 (CoRR, 2020)

Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference. - Yichao Zhou 001; Yu Yan; Rujun Han; J. Harry Caufield; Kai-Wei Chang; Yizhou Sun; Peipei Ping; Wei Wang 010 (AAAI, 2021)

Modeling Context in Answer Sentence Selection Systems on a Latency Budget. - Rujun Han; Luca Soldaini; Alessandro Moschitti (EACL, 2021)

ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning. - Rujun Han; Xiang Ren 001; Nanyun Peng 001 (EMNLP (1), 2021)

ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations. - Rujun Han; I-Hung Hsu; Jiao Sun; Julia Baylon; Qiang Ning; Dan Roth 001; Nanyun Peng 001 (EMNLP (1), 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 001 (NAACL-HLT (Demonstrations), 2021)

ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning. - Rujun Han; I-Hung Hsu; Jiao Sun; Julia Baylon; Qiang Ning; Dan Roth 001; Nanyun Peng 001 (CoRR, 2021)

Character-centric Story Visualization via Visual Planning and Token Alignment. - Hong Chen 017; Rujun Han; Te-Lin Wu; Hideki Nakayama; Nanyun Peng 001 (EMNLP, 2022)

Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts. - Rujun Han; Hong Chen 017; Yufei Tian; Nanyun Peng 001 (NAACL-HLT, 2022)

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. - Sarik Ghazarian; Yijia Shao; Rujun Han; Aram Galstyan; Nanyun Peng 001 (ACL (1), 2023)

RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering. - Rujun Han; Peng Qi 003; Yuhao Zhang 004; Lan Liu 004; Juliette Burger; William Yang Wang; Zhiheng Huang; Bing Xiang; Dan Roth 001 (ACL (Findings), 2023)

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering. - Rujun Han; Yuhao Zhang 004; Peng Qi 003; Yumo Xu; Jenyuan Wang; Lan Liu 004; William Yang Wang; Bonan Min; Vittorio Castelli (EMNLP, 2024)

Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models. - Zhengxuan Wu; Yuhao Zhang 004; Peng Qi 003; Yumo Xu; Rujun Han; Yian Zhang; Jifan Chen; Bonan Min; Zhiheng Huang (EMNLP, 2024)

In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents. - Zhen Tan 001; Jun Yan; I-Hung Hsu; Rujun Han; Zifeng Wang 002; Long T. Le; Yiwen Song; Yanfei Chen; Hamid Palangi; George Lee; Anand Rajan Iyer; Tianlong Chen 001; et al. (ACL (1), 2025)

CiteEval: Principle-Driven Citation Evaluation for Source Attribution. - Yumo Xu; Peng Qi 003; Jifan Chen; Kunlun Liu; Rujun Han; Lan Liu 004; Bonan Min; Vittorio Castelli; Arshit Gupta; Zhiguo Wang (ACL (1), 2025)

Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling. - Wenda Xu; Rujun Han; Zifeng Wang 002; Long T. Le; Dhruv Madeka; Lei Li 005; William Yang Wang; Rishabh Agarwal; Chen-Yu Lee; Tomas Pfister (ICLR, 2025)

Reverse Thinking Makes LLMs Stronger Reasoners. - Justin Chih-Yao Chen; Zifeng Wang 002; Hamid Palangi; Rujun Han; Sayna Ebrahimi; Long T. Le; Vincent Perot; Swaroop Mishra; Mohit Bansal; Chen-Yu Lee; Tomas Pfister (NAACL (Long Papers), 2025)

Deep Researcher with Test-Time Diffusion. - Rujun Han; Yanfei Chen; Zoey CuiZhu; Lesly Miculicich; Guan Sun; Yuanjun Bi; Weiming Wen; Hui Wan; Chunfeng Wen; Solène Maître; George Lee; Vishy Tirumalashetty; et al. (CoRR, 2025)

Towards Compute-Optimal Many-Shot In-Context Learning. - Shahriar Golchin; Yanfei Chen; Rujun Han; Manan Gandhi; Tianli Yu; Swaroop Mishra; Mihai Surdeanu; Rishabh Agarwal; Chen-Yu Lee; Tomas Pfister (CoRR, 2025)