Yixuan Su

According to our database, Yixuan Su authored at least 35 papers between 2020 and 2024.

Collaborative distances:

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

2024

StarCoder 2 and The Stack v2: The Next Generation.

Anton Lozhkov, Raymond Li, Loubna Ben Allal, Federico Cassano, Joel Lamy-Poirier, Nouamane Tazi, Ao Tang, Dmytro Pykhtar, Jiawei Liu, Yuxiang Wei, Tianyang Liu, Max Tian, Denis Kocetkov, Arthur Zucker, Younes Belkada, Zijian Wang, Qian Liu, Dmitry Abulkhanov, Indraneil Paul, Zhuang Li, Wen-Ding Li, Megan Risdal, Jia Li, Jian Zhu, Terry Yue Zhuo, Evgenii Zheltonozhskii, Nii Osae Osae Dade, Wenhao Yu, Lucas Krauß, Naman Jain, Yixuan Su, Xuanli He, Manan Dey, Edoardo Abati, Yekun Chai, Niklas Muennighoff, Xiangru Tang, Muhtasham Oblokulov, Christopher Akiki, Marc Marone, Chenghao Mou, Mayank Mishra, Alex Gu, Binyuan Hui, Tri Dao, Armel Zebaze, Olivier Dehaene, Nicolas Patry, Canwen Xu, Julian J. McAuley, Han Hu, Torsten Scholak, Sébastien Paquet, Jennifer Robinson, Carolyn Jane Anderson, Nicolas Chapados, et al.

CoRR, 2024

Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence.

Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier

CoRR, 2024

2023

Contrastive Search Is What You Need For Neural Text Generation.

Yixuan Su, Nigel Collier

Trans. Mach. Learn. Res., 2023

An extensible multi-block layout warehouse routing optimization model.

Yixuan Su, Xi Zhu, Jinlong Yuan, Kok Lay Teo, Meixia Li, Chunfa Li

Eur. J. Oper. Res., 2023

Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions.

Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier

CoRR, 2023

Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models.

Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu

CoRR, 2023

PandaGPT: One Model To Instruction-Follow Them All.

Yixuan Su, Tian Lan, Huayang Li, Jialu Xu, Yan Wang, Deng Cai

CoRR, 2023

COFFEE: A Contrastive Oracle-Free Framework for Event Extraction.

Meiru Zhang, Yixuan Su, Zaiqiao Meng, Zihao Fu, Nigel Collier

CoRR, 2023

YOLO-SF: YOLO for Fire Segmentation Detection.

Xianghong Cao, Yixuan Su, Xin Geng, Yongdong Wang

IEEE Access, 2023

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective.

Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Performance Evaluation and Parameter Identification for Primary Frequency Response Control of Wind Turbine.

Yixuan Su, Yang Liu, Ziqi Liu, Qingchen Liu, Tenghui Li, Xingwei Xu, Litao Guo, Weidong Li

Proceedings of the IEEE Sustainable Power and Energy Conference, 2023

Specialist or Generalist? Instruction Tuning for Specific NLP Tasks.

Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai

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

Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization.

Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier

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

2022

Plug-and-Play Recipe Generation with Content Planning.

Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier

CoRR, 2022

Momentum Decoding: Open-ended Text Generation As Graph Exploration.

Tian Lan, Yixuan Su, Shu-Hang Liu, Heyan Huang, Xian-Ling Mao

CoRR, 2022

An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation.

Yixuan Su, Jialu Xu

CoRR, 2022

Language Models Can See: Plugging Visual Controls in Text Generation.

Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier

CoRR, 2022

A Survey on Retrieval-Augmented Text Generation.

Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu

CoRR, 2022

Steiner TSP based on aisle as a unit for order picking.

Yixuan Su, Meixia Li, Xi Zhu, Chunfa Li

Comput. Ind. Eng., 2022

A Contrastive Framework for Neural Text Generation.

Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier

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

Measuring and Reducing Model Update Regression in Structured Prediction for NLP.

Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang

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

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning.

Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier

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

From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking.

Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System.

Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models.

Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory.

Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier

IEEE ACM Trans. Audio Speech Lang. Process., 2021

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning.

Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier

CoRR, 2021

Exploring Dense Retrieval for Dialogue Response Selection.

Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Xian-Ling Mao, Heyan Huang

CoRR, 2021

Plan-then-Generate: Controlled Data-to-Text Generation via Planning.

Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Few-Shot Table-to-Text Generation with Prototype Memory.

Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Non-Autoregressive Text Generation with Pre-trained Language Models.

Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation.

Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Dialogue Response Selection with Hierarchical Curriculum Learning.

Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory.

Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier

CoRR, 2020

Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy.

Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu

CoRR, 2020