Publications

List of publications.

In the following * indicates co–first authors; † indicates the corresponding author or that the work was completed under their supervision. See Google Scholar for the full paper list.

Selected Publications

2026

  1. ICLR
    adaem.jpg
    AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference
    Jing Yao*, Shitong Duan*, Xiaoyuan Yi†, Peng Zhang, Dongkuan Xu, Tun Lu, Ning Gu, and Xing Xie
    In The Fourteenth International Conference on Learning Representations (ICLR), 2026
    Oral PDF

2025

  1. ACL
    compass.jpg
    Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation
    Jing Yao, Xiaoyuan Yi†, Shitong Duan, Jindong Wang, Yuzhuo Bai, Muhua Huang, Yang Ou, Scarlett Li, Peng Zhang, Tun Lu, and 4 more authors
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL: System Demonstrations), 2025
    PDF Website
  2. ACL
    unintend.jpg
    Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
    Sooyung Choi*, Jaehyeok Lee*, Xiaoyuan Yi†, Jing Yao, Xing Xie, and JinYeong Bak†
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
    Oral + Panel PDF

2024

  1. NAACL
    fulcra.jpg
    Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value
    Jing Yao, Xiaoyuan Yi†, Yifan Gong, Xiting Wang†, and Xing Xie
    In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), 2024
    PDF

2023

  1. EMNLP
    tovilag.jpg
    ToViLaG: Your Visual-Language Generative Model is Also An Evildoer
    Xinpeng Wang, Xiaoyuan Yi†, Han Jiang, Shanlin Zhou, Zhihua Wei†, and Xing Xie
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
    Oral PDF

2019

  1. ACL
    jiuge.jpg
    Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System
    Zhipeng Guo*, Xiaoyuan Yi*, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang, and Ruoyu Li
    In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations, 2019
    PDF Code Website

Selected Preprints

2025

  1. On the Dynamics of Multi-Agent LLM Communities Driven by Value Diversity
    Muhua Huang , Qinlin Zhao , Xiaoyuan Yi† , Xing Xie
    arXiv preprint arXiv:2512.10665, 2025 [ PDF]
  2. MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation
    Weihua Zheng , Zhengyuan Liu , Tanmoy Chakraborty , Weiwen Xu , Xiaoxue Gao , Bryan Chen Zhengyu Tan , Bowei Zou , Chang Liu , Yujia Hu , Xing Xie , others
    arXiv preprint arXiv:2510.08608, 2025 [ PDF]
  3. The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis
    Eoin O’Doherty , Nicole Weinrauch , Andrew Talone , Uri Klempner , Xiaoyuan Yi , Xing Xie , Yi Zeng
    arXiv preprint arXiv:2509.10297, 2025 [ PDF]
  4. The Incomplete Bridge: How AI Research (Mis) Engages with Psychology
    Han Jiang* , Pengda Wang* , Xiaoyuan Yi† , Xing Xie , Ziang Xiao†
    arXiv preprint arXiv:2507.22847, 2025 [ PDF]
  5. PICACO: Pluralistic In-context Value Alignment of LLMs via Total Correlation Optimization
    Han Jiang , Dongyao Zhu , Zhihua Wei† , Xiaoyuan Yi† , Ziang Xiao , Xing Xie
    arXiv preprint arXiv:2507.16679, 2025 [ PDF]
  6. CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization
    Jing Yao , Xiaoyuan Yi† , Jindong Wang , Zhicheng Dou , Xing Xie
    arXiv preprint arXiv:2504.08820, 2025 [ PDF]
  7. Leveraging Implicit Sentiments: Enhancing Reliability and Validity in Psychological Trait Evaluation of LLMs
    Huanhuan Ma , Haisong Gong , Xiaoyuan Yi , Xing Xie , Dongkuan Xu
    arXiv preprint arXiv:2503.20182, 2025 [ PDF]
  8. Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity
    HyunJin Kim , Xiaoyuan Yi† , Jing Yao , Muhua Huang , JinYeong Bak† , James Evans , Xing Xie
    arXiv preprint arXiv:2503.07660, 2025 [ PDF]

2024

  1. The Road to Artificial Superintelligence: A comprehensive Survey of Superalignment
    HyunJin Kim , Xiaoyuan Yi† , Jing Yao , Jianxun Lian , Muhua Huang , Shitong Duan , JinYeong Bak† , Xing Xie
    arXiv preprint arXiv:2412.16468, 2024 [ PDF]
  2. Toolnet: Connecting Large Language Models with Massive Tools via Tool Graph
    Xukun Liu , Zhiyuan Peng , Xiaoyuan Yi , Xing Xie , Lirong Xiang , Yuchen Liu , Dongkuan Xu
    arXiv preprint arXiv:2403.00839, 2024 [ PDF]

2023

  1. From Instructions to Intrinsic Human Values–A Survey of Alignment Goals for Big Models
    Jing Yao , Xiaoyuan Yi , Xiting Wang , Jindong Wang , Xing Xie
    arXiv preprint arXiv:2308.12014, 2023 [ PDF]

Paper List

2026

  1. AdAEM: An Adaptively and Automated Extensible Measurement of LLMs’ Value Difference [Oral Paper]
    Jing Yao* , Shitong Duan* , Xiaoyuan Yi† , Peng Zhang , Dongkuan Xu , Tun Lu , Ning Gu , Xing Xie
    The Fourteenth International Conference on Learning Representations (ICLR), 2026 [ PDF]
  2. Generative Personality Simulation via Theory-Informed Structured Interview
    Pengda Wang , Huiqi Zou , Han Jiang , Hanjie Chen , Tianjun Sun , Xiaoyuan Yi , Ziang Xiao , Frederick L. Oswald
    Proceedings of the European Chapter of the Association for Computational Linguistics (EACL), 2026 [ PDF]

2025

  1. On the Dynamics of Multi-Agent LLM Communities Driven by Value Diversity
    Muhua Huang , Qinlin Zhao , Xiaoyuan Yi† , Xing Xie
    arXiv preprint arXiv:2512.10665, 2025 [ PDF]
  2. MoVa: Towards Generalizable Classification of Human Morals and Values
    Ziyu Chen , Junfei Sun , Chenxi Li , Tuan Dung Nguyen , Jing Yao , Xiaoyuan Yi , Xing Xie , Chenhao Tan , Lexing Xie
    Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025 [ PDF]
  3. MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation
    Weihua Zheng , Zhengyuan Liu , Tanmoy Chakraborty , Weiwen Xu , Xiaoxue Gao , Bryan Chen Zhengyu Tan , Bowei Zou , Chang Liu , Yujia Hu , Xing Xie , others
    arXiv preprint arXiv:2510.08608, 2025 [ PDF]
  4. The Morality of Probability: How Implicit Moral Biases in LLMs May Shape the Future of Human-AI Symbiosis
    Eoin O’Doherty , Nicole Weinrauch , Andrew Talone , Uri Klempner , Xiaoyuan Yi , Xing Xie , Yi Zeng
    arXiv preprint arXiv:2509.10297, 2025 [ PDF]
  5. Specify Privacy Yourself: Assessing Inference-Time Personalized Privacy Preservation Ability of Large Vision-Language Models
    Xingqi Wang , Xiaoyuan Yi† , Xing Xie , Jia Jia†
    Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025 [ PDF]
  6. Benchmarking Retrieval-augmented Generation in Multi-modal Contexts
    Zhenghao Liu , Xingsheng Zhu , Tianshuo Zhou , Xinyi Zhang , Xiaoyuan Yi , Yukun Yan , Ge Yu , Maosong Sun
    Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025 [ PDF]
  7. Toward Faithful and Human-Aligned Self-Explanation of Deep Models
    Seungeon Lee , Xiting Wang , Ansen Zhang , Sungwon Han , Jing Yao , Xiaoyuan Yi , Xing Xie , Meeyoung Cha
    npj Artificial Intelligence, 2025 [ PDF]
  8. MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions [Oral Paper]
    Yanxu Zhu* , Shitong Duan* , Xiangxu Zhang , Jitao Sang† , Peng Zhang , Tun Lu , Xiao Zhou , Jing Yao , Xiaoyuan Yi† , Xing Xie
    Proceedings of the AAAI conference on Artificial Intelligence (AAAI), 2025 [ PDF]
  9. IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization
    Yuzhuo Bai* , Shitong Duan* , Muhua Huang , Jing Yao , Zhenghao Liu , Peng Zhang , Tun Lu , Xiaoyuan Yi† , Maosong Sun† , Xing Xie
    Proceedings of the AAAI conference on Artificial Intelligence (AAAI), 2025 [ PDF]
  10. The Incomplete Bridge: How AI Research (Mis) Engages with Psychology
    Han Jiang* , Pengda Wang* , Xiaoyuan Yi† , Xing Xie , Ziang Xiao†
    arXiv preprint arXiv:2507.22847, 2025 [ PDF]
  11. PICACO: Pluralistic In-context Value Alignment of LLMs via Total Correlation Optimization
    Han Jiang , Dongyao Zhu , Zhihua Wei† , Xiaoyuan Yi† , Ziang Xiao , Xing Xie
    arXiv preprint arXiv:2507.16679, 2025 [ PDF]
  12. Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches [Best Paper]
    Pablo Biedma , Xiaoyuan Yi† , Linus Huang , Maosong Sun , Xing Xie
    Proceedings of the 6th International Conference on Social Computing (ICSC), 2025 [ PDF]
  13. ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
    Pengcheng Huang , Zhenghao Liu , Yukun Yan , Haiyan Zhao , Xiaoyuan Yi , Hao Chen , Zhiyuan Liu , Maosong Sun , Tong Xiao , Ge Yu , Chenyan Xiong
    The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025 [ PDF]
  14. Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
    Hanze Guo , Jing Yao , Xiao Zhou , Xiaoyuan Yi , Xing Xie
    The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025 [ PDF]
  15. Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation
    Jing Yao , Xiaoyuan Yi† , Shitong Duan , Jindong Wang , Yuzhuo Bai , Muhua Huang , Yang Ou , Scarlett Li , Peng Zhang , Tun Lu , Zhicheng Dou , Maosong Sun , James Evans , Xing Xie
    Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL: System Demonstrations), 2025 [ PDF]
  16. Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights [Oral + Panel Paper]
    Sooyung Choi* , Jaehyeok Lee* , Xiaoyuan Yi† , Jing Yao , Xing Xie , JinYeong Bak†
    Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025 [ PDF]
  17. Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement [SAC Highlight Paper]
    Bingbing Xu , Jing Yao , Xiaoyuan Yi , Aishan Maoliniyazi , Xing Xie , Xiaofeng Meng
    Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025 [ PDF]
  18. MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
    Xixian Yong , Jianxun Lian , Xiaoyuan Yi , Xiao Zhou , Xing Xie
    Findings of the Association for Computational Linguistics: ACL 2025, 2025 [ PDF]
  19. Neural Recommendation Reasoning with Logic Rules
    Jing Yao , Xiting Wang , Jianxun Lian , Xiaoyuan Yi , Xing Xie
    ACM Transactions on Information Systems, 2025 [ PDF]
  20. Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing
    Han Jiang , Xiaoyuan Yi† , Zhihua Wei† , Ziang Xiao , Shu Wang , Xing Xie
    Forty-second International Conference on Machine Learning (ICML), 2025 [ PDF]
  21. LegalDuet: Learning Fine-Grained Representations for Legal Judgment Prediction via Dual-View Contrastive Learning [Best Paper]
    Buqiang Xu , Xin Dai , Zhenghao Liu , Huiyuan Xie , Xiaoyuan Yi , Shuo Wang , Yukun Yan , Liner Yang , Yu Gu , Ge Yu
    Advanced Data Mining and Applications: 21st International Conference (ADMA), 2025 [ PDF]
  22. CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization
    Jing Yao , Xiaoyuan Yi† , Jindong Wang , Zhicheng Dou , Xing Xie
    arXiv preprint arXiv:2504.08820, 2025 [ PDF]
  23. Leveraging Implicit Sentiments: Enhancing Reliability and Validity in Psychological Trait Evaluation of LLMs
    Huanhuan Ma , Haisong Gong , Xiaoyuan Yi , Xing Xie , Dongkuan Xu
    arXiv preprint arXiv:2503.20182, 2025 [ PDF]
  24. Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity
    HyunJin Kim , Xiaoyuan Yi† , Jing Yao , Muhua Huang , JinYeong Bak† , James Evans , Xing Xie
    arXiv preprint arXiv:2503.07660, 2025 [ PDF]

2024

  1. The Road to Artificial Superintelligence: A comprehensive Survey of Superalignment
    HyunJin Kim , Xiaoyuan Yi† , Jing Yao , Jianxun Lian , Muhua Huang , Shitong Duan , JinYeong Bak† , Xing Xie
    arXiv preprint arXiv:2412.16468, 2024 [ PDF]
  2. CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses
    Jing Yao , Xiaoyuan Yi† , Xing Xie
    Advances in Neural Information Processing Systems (NeurIPS), 2024 [ PDF]
  3. Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization
    Xingqi Wang , Xiaoyuan Yi† , Xing Xie , Jia Jia†
    Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM), 2024 [ PDF]
  4. CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models
    Yuhang Wang , Yanxu Zhu , Chao Kong , Shuyu Wei , Xiaoyuan Yi , Xing Xie , Jitao Sang
    Proceedings of the 2nd Workshop on Cross-Cultural Considerations in NLP (C3NLP), 2024 [ PDF]
  5. DeNEVIL: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning
    Shitong Duan , Xiaoyuan Yi† , Peng Zhang† , Tun Lu , Xing Xie , Ning Gu
    The Twelfth International Conference on Learning Representations (ICLR), 2024 [ PDF]
  6. Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Value
    Jing Yao , Xiaoyuan Yi† , Yifan Gong , Xiting Wang† , Xing Xie
    Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), 2024 [ PDF]
  7. Multi-Evidence Based Fact Verification via A Confidential Graph Neural Network
    Yuqing Lan , Zhenghao Liu , Yu Gu , Xiaoyuan Yi , Xiaohua Li , Liner Yang , Ge Yu
    IEEE Transactions on Big Data, 2024 [ PDF]
  8. On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
    Xinpeng Wang* , Shitong Duan* , Xiaoyuan Yi† , Jing Yao† , Shanlin Zhou , Zhihua Wei , Peng Zhang , Dongkuan Xu , Maosong Sun , Xing Xie
    Proceedings of the 33 International Joint Conference on Artificial Intelligence, IJCAI, 2024 [ PDF]
  9. Toolnet: Connecting Large Language Models with Massive Tools via Tool Graph
    Xukun Liu , Zhiyuan Peng , Xiaoyuan Yi , Xing Xie , Lirong Xiang , Yuchen Liu , Dongkuan Xu
    arXiv preprint arXiv:2403.00839, 2024 [ PDF]
  10. Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
    Shitong Duan , Xiaoyuan Yi† , Peng Zhang† , Yan Liu , Zheng Liu , Tun Lu , Xing Xie , Ning Gu
    Findings of the Association for Computational Linguistics: EMNLP 2024, 2024 [ PDF]
  11. A Survey on Evaluation of Large Language Models
    Yupeng Chang , Xu Wang , Jindong Wang , Yuan Wu , Linyi Yang , Kaijie Zhu , Hao Chen , Xiaoyuan Yi , Cunxiang Wang , Yidong Wang , others
    ACM Transactions on Intelligent Systems and Technology, 2024 [ PDF]

2023

  1. ToViLaG: Your Visual-Language Generative Model is Also An Evildoer [Oral Paper]
    Xinpeng Wang , Xiaoyuan Yi† , Han Jiang , Shanlin Zhou , Zhihua Wei† , Xing Xie
    Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 [ PDF]
  2. Unpacking the Ethical Value Alignment in Big Models
    Xiaoyuan Yi , Jing Yao , Xiting Wang , Xing Xie
    Journal of Computer Research and Development, 2023 [ PDF]
  3. From Instructions to Intrinsic Human Values–A Survey of Alignment Goals for Big Models
    Jing Yao , Xiaoyuan Yi , Xiting Wang , Jindong Wang , Xing Xie
    arXiv preprint arXiv:2308.12014, 2023 [ PDF]
  4. DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation
    Yuxi Feng , Xiaoyuan Yi† , Xiting Wang , Lakshmanan, V.S., Laks , Xing Xie
    Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023 [ PDF]
  5. KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation
    Yuxi Feng , Xiaoyuan Yi† , Laks V.S. Lakshmanan , Xing Xie
    Proceedings of the 32 International Joint Conference on Artificial Intelligence, IJCAI, 2023 [ PDF]
  6. Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization
    Zonghan Yang , Xiaoyuan Yi† , Peng Li† , Yang Liu , Xing Xie
    The Eleventh International Conference on Learning Representations (ICLR), 2023 [ PDF]

2022

  1. Self-Explaining Deep Models with Logic Rule Reasoning
    Seungeon Lee , Xiting Wang , Sungwon Han , Xiaoyuan Yi , Xing Xie , Meeyoung Cha
    Advances in Neural Information Processing Systems (NeurIPS), 2022 [ PDF]
  2. Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
    Wenhao Li , Xiaoyuan Yi† , Jinyi Hu , Maosong Sun , Xing Xie
    Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 [ PDF]
  3. Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation
    Jinyi Hu , Xiaoyuan Yi† , Wenhao Li , Maosong Sun , Xing Xie
    Findings of the Association for Computational Linguistics: EMNLP 2022, 2022 [ PDF]
  4. Personalized Chit-chat Generation for Recommendation Using External Chat Corpora
    Changyu Chen , Xiting Wang , Xiaoyuan Yi , Fangzhao Wu , Xing Xie , Rui Yan
    Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022 [ PDF]
  5. Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
    Jinyi Hu , Xiaoyuan Yi† , Wenhao Li , Maosong Sun , Xing Xie
    Proceedings of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), 2022 [ PDF]
  6. Clickbait Detection via Contrastive Variational Modelling of Text and Label
    Xiaoyuan Yi , Jiarui Zhang , Wenhao Li , Xiting Wang , Xing Xie
    Proceedings of the 30th International Joint Conferences on Artificial Intelligence (IJCAI), 2022 [ PDF]

2021

  1. Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
    Zhenghao Liu , Xiaoyuan Yi , Maosong Sun , Liner Yang , Tat-Seng Chua
    Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL), 2021 [ PDF]

2020

  1. Text Style Transfer via Learning Style Instance Supported Latent Space
    Xiaoyuan Yi , Zhenghao Liu , Wenhao Li , Maosong Sun
    Proceedings of the 29th International Joint Conferences on Artificial Intelligence (IJCAI), 2020 [ PDF][ Code]
  2. Mixpoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space [Oral Paper]
    Xiaoyuan Yi , Ruoyu Li , Cheng Yang , Wenhao Li , Maosong Sun
    Proceedings of the AAAI conference on Artificial Intelligence (AAAI), 2020 [ PDF][ Code]
  3. Neural Network-Based Poetry Retrieval
    Liang Jiannan , Maosong Sun , Xiaoyuan Yi
    Journal of Chinese Information Processing, 2020 [ PDF]

2019

  1. Sentiment-Controllable Chinese Poetry Generation.
    Huimin Chen* , Xiaoyuan Yi* , Maosong Sun , Wenhao Li , Cheng Yang , Zhipeng Guo
    Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019 [ PDF]
  2. Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System
    Zhipeng Guo* , Xiaoyuan Yi* , Maosong Sun , Wenhao Li , Cheng Yang , Jiannan Liang , Huimin Chen , Yuhui Zhang , Ruoyu Li
    Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations, 2019 [ PDF][ Code]

2018

  1. Neural Network-Based Jiju Poetry Generation [Best Paper]
    Jiannan Liang , Maosong Sun , Xiaoyuan Yi , Cheng Yang , Huimin Chen , Zhenghao Liu
    Proceedings of the Seventeenth China National Conference on Computational Linguistics (CCL), 2018 [ PDF][ Code]
  2. Chinese Poetry Generation with a Salient-Clue Mechanism [Oral Paper]
    Xiaoyuan Yi , Ruoyu Li , Maosong Sun
    Proceedings of the 22nd Conference on Computational Natural Language Learning (CoNLL), 2018 [ PDF]
  3. Automatic Poetry Generation with Mutual Reinforcement Learning [Oral Paper]
    Xiaoyuan Yi , Maosong Sun , Ruoyu Li , Wenhao Li
    Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018 [ PDF]
  4. Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement
    Cheng Yang , Maosong Sun , Xiaoyuan Yi , Wenhao Li
    Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018 [ PDF][ Code]
  5. Chinese Poetry Generation with a Working Memory Model
    Xiaoyuan Yi , Maosong Sun , Ruoyu Li , Zonghan Yang
    Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018 [ PDF][ Code]

2017

  1. Generating Chinese Classical Poems with RNN Encoder-Decoder
    Xiaoyuan Yi , Ruoyu Li , Maosong Sun
    China National Conference on Chinese Computational Linguistics (CCL), 2017 [ PDF]

2016

  1. Inferring Users’ Emotions for Human-Mobile Voice Dialogue Applications
    Boya Wu , Jia Jia , Tao He , Juan Du , Xiaoyuan Yi , Yishuang Ning
    IEEE International Conference on Multimedia and Expo (ICME), 2016 [ PDF]