← Authors

Xiaojuan Ma

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

Achievements

🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (34) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (8) 🧭 Keyword Pioneer 🧬 Topic Evolution πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (17) ⚑ Prolific Year (6) πŸ—ƒοΈ 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