Yixuan Su

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 50

Top Topics

Dialogue System

Parameter Identification

Top Venues

Publications

Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Heyan Huang, Xian-Ling Mao
Exploring Dense Retrieval for Dialogue Response Selection. ACM Trans. Inf. Syst. 42 (3) (2024)
Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. CoRR (2024)
Pat Verga, Sebastian Hofstätter, Sophia Althammer, Yixuan Su, Aleksandra Piktus, Arkady Arkhangorodsky, Minjie Xu, Naomi White, Patrick S. H. Lewis
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models. CoRR (2024)
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.
StarCoder 2 and The Stack v2: The Next Generation. CoRR (2024)
Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. CoRR (2023)
Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. CoRR (2023)
Yixuan Su, Nigel Collier
Contrastive Search Is What You Need For Neural Text Generation. Trans. Mach. Learn. Res. 2023 (2023)
Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. EMNLP (2023)
Xianghong Cao, Yixuan Su, Xin Geng, Yongdong Wang
YOLO-SF: YOLO for Fire Segmentation Detection. IEEE Access 11 (2023)
Yixuan Su, Xi Zhu, Jinlong Yuan, Kok Lay Teo, Meixia Li, Chunfa Li
An extensible multi-block layout warehouse routing optimization model. Eur. J. Oper. Res. 305 (1) (2023)
Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. CoRR (2023)
Yixuan Su, Yang Liu, Ziqi Liu, Qingchen Liu, Tenghui Li, Xingwei Xu, Litao Guo, Weidong Li
Performance Evaluation and Parameter Identification for Primary Frequency Response Control of Wind Turbine. iSPEC (2023)
Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. CoRR (2023)
Huayang Li, Tian Lan, Zihao Fu, Deng Cai, Lemao Liu, Nigel Collier, Taro Watanabe, Yixuan Su
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. NeurIPS (2023)
Yixuan Su, Tian Lan, Huayang Li, Jialu Xu, Yan Wang, Deng Cai
PandaGPT: One Model To Instruction-Follow Them All. CoRR (2023)
Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. EMNLP (2023)
Meiru Zhang, Yixuan Su, Zaiqiao Meng, Zihao Fu, Nigel Collier
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction. CoRR (2023)
Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions. CoRR (2023)
Yixuan Su, Meixia Li, Xi Zhu, Chunfa Li
Steiner TSP based on aisle as a unit for order picking. Comput. Ind. Eng. 168 (2022)
Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking. CIKM (2022)
Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier
Language Models Can See: Plugging Visual Controls in Text Generation. CoRR (2022)
Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
Plug-and-Play Recipe Generation with Content Planning. CoRR (2022)
Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. ACL (1) (2022)
Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking. CoRR (2022)
Tian Lan, Yixuan Su, Shu-Hang Liu, Heyan Huang, Xian-Ling Mao
Momentum Decoding: Open-ended Text Generation As Graph Exploration. CoRR (2022)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. CoRR (2022)
Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
A Contrastive Framework for Neural Text Generation. NeurIPS (2022)
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
Measuring and Reducing Model Update Regression in Structured Prediction for NLP. NeurIPS (2022)
Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. NAACL-HLT (Findings) (2022)
Yixuan Su, Jialu Xu
An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation. CoRR (2022)
Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier
A Contrastive Framework for Neural Text Generation. CoRR (2022)
Yixuan Su, Nigel Collier
Contrastive Search Is What You Need For Neural Text Generation. CoRR (2022)
Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu
A Survey on Retrieval-Augmented Text Generation. CoRR (2022)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) (2022)
Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR (2021)
Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation. ACL/IJCNLP (Findings) (2021)
Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
Few-Shot Table-to-Text Generation with Prototype Memory. CoRR (2021)
Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier
PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
Plan-then-Generate: Controlled Data-to-Text Generation via Planning. EMNLP (Findings) (2021)
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
Dialogue Response Selection with Hierarchical Curriculum Learning. ACL/IJCNLP (1) (2021)
Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Xian-Ling Mao, Heyan Huang
Exploring Dense Retrieval for Dialogue Response Selection. CoRR (2021)
Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
Plan-then-Generate: Controlled Data-to-Text Generation via Planning. CoRR (2021)
Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. CoRR (2021)
Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
Few-Shot Table-to-Text Generation with Prototype Memory. EMNLP (Findings) (2021)
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
Non-Autoregressive Text Generation with Pre-trained Language Models. CoRR (2021)
Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
Non-Autoregressive Text Generation with Pre-trained Language Models. EACL (2021)
Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. CoRR (2021)
Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
Dialogue Response Selection with Hierarchical Curriculum Learning. CoRR (2020)
Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR (2020)
Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR (2020)