Rujun Han
22 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(16)
Machine Learning
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Artificial Intelligence
(12)
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Core AI
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Deep Learning
(9)
Learning Types Β· Deep Learning
(8)
Generation
(6)
Learning Types Β· Machine Learning
(6)
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Core Methods
(4)
Optimization & Theory
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Computer Vision
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Keywords
question answering
(4)
information retrieval
(4)
temporal reasoning
(3)
temporal relation extraction
(3)
language model
(3)
event extraction
(3)
reinforcement learning
(2)
dialogue system
(2)
temporal relation
(2)
domain adaptation
(2)
multi-task learning
(2)
structured prediction
(2)
instruction following
(2)
machine reading comprehension
(2)
natural language inference
(2)
text generation
(2)
knowledge distillation
(2)
transformer architecture
(2)
reading comprehension
(2)
large language model
(2)
Papers
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
ACL 2026
SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback
EACL 2026
CiteEval: Principle-Driven Citation Evaluation for Source Attribution
ACL 2025
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
ACL 2025
Reverse Thinking Makes LLMs Stronger Reasoners
NAACL 2025
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
ICLR 2025
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models
EMNLP 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
EMNLP 2024
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
ACL 2023
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering
ACL 2023
Character-centric Story Visualization via Visual Planning and Token Alignment
EMNLP 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts
NAACL 2022
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
AAAI 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning
EMNLP 2021
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations
EMNLP 2021
EventPlus: A Temporal Event Understanding Pipeline
NAACL 2021
Modeling Context in Answer Sentence Selection Systems on a Latency Budget
EACL 2021
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction
EMNLP 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions
EMNLP 2020
Deep Structured Neural Network for Event Temporal Relation Extraction
CoNLL 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
EMNLP 2019
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop
EMNLP 2018