Xiaoyuan Yi

According to our database, Xiaoyuan Yi authored at least 33 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

CoRR, 2024

Negating Negatives: Alignment without Human Positive Samples via Distributional Dispreference Optimization.

Shitong Duan, Xiaoyuan Yi, Peng Zhang, Tun Lu, Xing Xie, Ning Gu

CoRR, 2024

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

CoRR, 2024

2023

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

CoRR, 2023

Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations.

Jing Yao, Wei Xu, Jianxun Lian, Xiting Wang, Xiaoyuan Yi, Xing Xie

CoRR, 2023

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values.

Jing Yao, Xiaoyuan Yi, Xiting Wang, Yifan Gong, Xing Xie

CoRR, 2023

Unpacking the Ethical Value Alignment in Big Models.

Xiaoyuan Yi, Jing Yao, Xiting Wang, Xing Xie

CoRR, 2023

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

CoRR, 2023

From Instructions to Intrinsic Human Values - A Survey of Alignment Goals for Big Models.

Jing Yao, Xiaoyuan Yi, Xiting Wang, Jindong Wang, Xing Xie

CoRR, 2023

A Survey on Evaluation of Large Language Models.

Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Kaijie Zhu, Hao Chen, Linyi Yang, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie

CoRR, 2023

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots.

Jinyi Hu, Xu Han, Xiaoyuan Yi, Yutong Chen, Wenhao Li, Zhiyuan Liu, Maosong Sun

CoRR, 2023

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 Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization.

Zonghan Yang, Xiaoyuan Yi, Peng Li, Yang Liu, Xing Xie

Proceedings of the Eleventh International Conference on Learning Representations, 2023

ToViLaG: Your Visual-Language Generative Model is Also An Evildoer.

Xinpeng Wang, Xiaoyuan Yi, Han Jiang, Shanlin Zhou, Zhihua Wei, Xing Xie

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation.

Yuxi Feng, Xiaoyuan Yi, Xiting Wang, Laks V. S. Lakshmanan, Xing Xie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Self-explaining deep models with logic rule reasoning.

Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

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 KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Clickbait Detection via Contrastive Variational Modelling of Text and Label.

Xiaoyuan Yi, Jiarui Zhang, Wenhao Li, Xiting Wang, Xing Xie

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

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 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

CCPM: A Chinese Classical Poetry Matching Dataset.

Wenhao Li, Fanchao Qi, Maosong Sun, Xiaoyuan Yi, Jiarui Zhang

CoRR, 2021

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, 2021

2020

Text Style Transfer via Learning Style Instance Supported Latent Space.

Xiaoyuan Yi, Zhenghao Liu, Wenhao Li, Maosong Sun

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space.

Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Sentiment-Controllable Chinese Poetry Generation.

Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

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 Conference of the Association for Computational Linguistics, 2019

2018

Chinese Poetry Generation with a Working Memory Model.

Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Automatic Poetry Generation with Mutual Reinforcement Learning.

Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Wenhao Li

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement.

Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Chinese Poetry Generation with a Salient-Clue Mechanism.

Xiaoyuan Yi, Ruoyu Li, Maosong Sun

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2017

Generating Chinese Classical Poems with RNN Encoder-Decoder.

Xiaoyuan Yi, Ruoyu Li, Maosong Sun

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

2016

Inferring users' emotions for human-mobile voice dialogue applications.

Boya Wu, Jia Jia, Tao He, Juan Du, Xiaoyuan Yi, Yishuang Ning

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016