Xiaojuan Ma

17 papers · 2017–2025 · 7 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (8)

🌍 Conference Polyglot (7) 🏃 Academic Marathon (8) 🧭 Keyword Pioneer 🧬 Topic Evolution 🔥 Unstoppable (6) 🚀 Conference Pioneer 💎 Century Club (17) ⚡ Prolific Year (6) 🗃️ Keyword Collector (69)

Conferences

EMNLP (5) ACL (3) IJCAI (3) IJCNLP (3) COLING (1) ECCV (1) SEMEVAL (1)

Top co-authors

Zhenjie Zhao (8) Andrew Cattle (5) Mingfei Sun (3) Evangelos Papalexakis (3) Yufang Hou (2) Mo Yu (2) Dakuo Wang (2) Tran Bao Hoang (1) Chengzhong Liu (1) Ziming Wu (1)

Research topics

Education (1)

Keywords

tensor decomposition (4) humor recognition (3) meta-reinforcement learning (2) semi-supervised learning (2) label propagation (2) imitation learning (2) k-nearest neighbor (2) text-based game (2) emotion distribution learning (2) word co-occurrence (2) word association (2) lexical feature (2) question generation (2) relational learning (1) reading comprehension (1) policy learning (1) few-shot learning (1) text summarization (1) deep neural network (1) question answering (1)

Papers

Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More EMNLP 2025 Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL 2022 Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization ACL 2022 Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games ACL 2021 Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games IJCNLP 2021 Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization EMNLP 2020 Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach EMNLP 2019 Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition EMNLP 2019 Cross-City Transfer Learning for Deep Spatio-Temporal Prediction IJCAI 2019 Adversarial Imitation Learning from Incomplete Demonstrations IJCAI 2019 Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach IJCNLP 2019 Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition IJCNLP 2019 Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation ECCV 2018 Towards Human-Engaged AI IJCAI 2018 Recognizing Humour using Word Associations and Humour Anchor Extraction COLING 2018 SRHR at SemEval-2017 Task 6: Word Associations for Humour Recognition SEMEVAL 2017 Predicting Word Association Strengths EMNLP 2017