Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. - Yixuan Su; Deng Cai 002; Yan Wang 060; Simon Baker; Anna Korhonen; Nigel Collier; Xiaojiang Liu (CoRR, 2020)

Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. - Yixuan Su; Yan Wang 060; Simon Baker; Deng Cai 002; Xiaojiang Liu; Anna Korhonen; Nigel Collier (CoRR, 2020)

Dialogue Response Selection with Hierarchical Curriculum Learning. - Yixuan Su; Deng Cai 002; Qingyu Zhou; Zibo Lin; Simon Baker; Yunbo Cao; Shuming Shi 001; Nigel Collier; Yan Wang 060 (ACL/IJCNLP (1), 2021)

Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation. - Yixuan Su; David Vandyke; Simon Baker; Yan Wang 060; Nigel Collier (ACL/IJCNLP (Findings), 2021)

Non-Autoregressive Text Generation with Pre-trained Language Models. - Yixuan Su; Deng Cai 002; Yan Wang 060; David Vandyke; Simon Baker; Piji Li; Nigel Collier (EACL, 2021)

Few-Shot Table-to-Text Generation with Prototype Memory. - Yixuan Su; Zaiqiao Meng; Simon Baker; Nigel Collier (EMNLP (Findings), 2021)

Plan-then-Generate: Controlled Data-to-Text Generation via Planning. - Yixuan Su; David Vandyke; Sihui Wang; Yimai Fang; Nigel Collier (EMNLP (Findings), 2021)

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. - Yixuan Su; Fangyu Liu 001; Zaiqiao Meng; Lei Shu 004; Ehsan Shareghi; Nigel Collier (CoRR, 2021)

PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. - Yixuan Su; Yan Wang 060; Deng Cai 002; Simon Baker; Anna Korhonen; Nigel Collier (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models. - Zaiqiao Meng; Fangyu Liu 001; Ehsan Shareghi; Yixuan Su; Charlotte Collins; Nigel Collier (ACL (1), 2022)

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. - Yixuan Su; Lei Shu 004; Elman Mansimov; Arshit Gupta; Deng Cai 002; Yi-An Lai; Yi Zhang (ACL (1), 2022)

From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking. - Yutao Zhu 001; Jian-Yun Nie; Yixuan Su; Haonan Chen 005; Xinyu Zhang 019; Zhicheng Dou (CIKM, 2022)

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. - Yixuan Su; Fangyu Liu 001; Zaiqiao Meng; Tian Lan 003; Lei Shu 004; Ehsan Shareghi; Nigel Collier (NAACL-HLT (Findings), 2022)

Measuring and Reducing Model Update Regression in Structured Prediction for NLP. - Deng Cai 002; Elman Mansimov; Yi-An Lai; Yixuan Su; Lei Shu 004; Yi Zhang (NeurIPS, 2022)

A Contrastive Framework for Neural Text Generation. - Yixuan Su; Tian Lan 003; Yan Wang 060; Dani Yogatama; Lingpeng Kong; Nigel Collier (NeurIPS, 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 Survey on Retrieval-Augmented Text Generation. - Huayang Li; Yixuan Su; Deng Cai 002; Yan Wang 060; Lemao Liu (CoRR, 2022)

Language Models Can See: Plugging Visual Controls in Text Generation. - Yixuan Su; Tian Lan 003; Yahui Liu; Fangyu Liu 001; Dani Yogatama; Yan Wang 060; Lingpeng Kong; Nigel Collier (CoRR, 2022)

An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation. - Yixuan Su; Jialu Xu (CoRR, 2022)

Momentum Decoding: Open-ended Text Generation As Graph Exploration. - Tian Lan 003; Yixuan Su; Shu-Hang Liu; Heyan Huang; Xian-Ling Mao (CoRR, 2022)

Plug-and-Play Recipe Generation with Content Planning. - Yinhong Liu; Yixuan Su; Ehsan Shareghi; Nigel Collier (CoRR, 2022)

Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization. - Zihao Fu; Yixuan Su; Zaiqiao Meng; Nigel Collier (EMNLP, 2023)

Specialist or Generalist? Instruction Tuning for Specific NLP Tasks. - Chufan Shi; Yixuan Su; Cheng Yang 002; Yujiu Yang; Deng Cai 002 (EMNLP, 2023)

Performance Evaluation and Parameter Identification for Primary Frequency Response Control of Wind Turbine. - Yixuan Su; Yang Liu 125; Ziqi Liu; Qingchen Liu; Tenghui Li; Xingwei Xu; Litao Guo; Weidong Li (iSPEC, 2023)

Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective. - Huayang Li; Tian Lan 003; Zihao Fu; Deng Cai 002; Lemao Liu; Nigel Collier; Taro Watanabe; Yixuan Su (NeurIPS, 2023)

YOLO-SF: YOLO for Fire Segmentation Detection. - Xianghong Cao; Yixuan Su; Xin Geng 003; Yongdong Wang (IEEE Access, 2023)

COFFEE: A Contrastive Oracle-Free Framework for Event Extraction. - Meiru Zhang; Yixuan Su; Zaiqiao Meng; Zihao Fu; Nigel Collier (CoRR, 2023)

PandaGPT: One Model To Instruction-Follow Them All. - Yixuan Su; Tian Lan 003; Huayang Li; Jialu Xu; Yan Wang 060; Deng Cai 002 (CoRR, 2023)

Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models. - Yupan Huang; Zaiqiao Meng; Fangyu Liu 001; Yixuan Su; Nigel Collier; Yutong Lu (CoRR, 2023)

Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions. - Yinhong Liu; Yixuan Su; Ehsan Shareghi; Nigel Collier (CoRR, 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)

Contrastive Search Is What You Need For Neural Text Generation. - Yixuan Su; Nigel Collier (Trans. Mach. Learn. Res., 2023)

Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence. - Yinhong Liu; Yixuan Su; Ehsan Shareghi; Nigel Collier (NAACL (Short Papers), 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 004; Yuxiang Wei 003; Tianyang Liu 003; Max Tian; et al. (CoRR, 2024)

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models. - Pat Verga; Sebastian Hofstätter; Sophia Althammer; Yixuan Su; Aleksandra Piktus; Arkady Arkhangorodsky; Minjie Xu; Naomi White; Patrick Lewis 002 (CoRR, 2024)

ALR2: A Retrieve-then-Reason Framework for Long-context Question Answering. - Huayang Li; Pat Verga; Priyanka Sen; Bowen Yang; Vijay Viswanathan; Patrick Lewis 002; Taro Watanabe; Yixuan Su (CoRR, 2024)

Exploring Dense Retrieval for Dialogue Response Selection. - Tian Lan 003; Deng Cai 002; Yan Wang 060; Yixuan Su; Heyan Huang; Xian-Ling Mao (ACM Trans. Inf. Syst., 2024)

500xCompressor: Generalized Prompt Compression for Large Language Models. - Zongqian Li; Yixuan Su; Nigel Collier (ACL (1), 2025)

To Code or Not To Code? Exploring Impact of Code in Pre-training. - Viraat Aryabumi; Yixuan Su; Raymond Ma; Adrien Morisot; Ivan Zhang; Acyr Locatelli; Marzieh Fadaee; Ahmet Üstün; Sara Hooker (ICLR, 2025)

Prompt Compression for Large Language Models: A Survey. - Zongqian Li; Yinhong Liu; Yixuan Su; Nigel Collier (NAACL (Long Papers), 2025)

YOLOV9-CBM: An Improved Fire Detection Algorithm Based on YOLOV9. - Xin Geng 003; Xiao Han; Xianghong Cao; Yixuan Su; Dongxue Shu (IEEE Access, 2025)

A model and algorithm for reactive multi-objective multi-skilled project scheduling under resource disruptions. - Yixuan Su; Zhe Xu; Dongning Liu (Comput. Ind. Eng., 2025)

PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt Tuning. - Zongqian Li; Yixuan Su; Nigel Collier (CoRR, 2025)

A Survey on Prompt Tuning. - Zongqian Li; Yixuan Su; Nigel Collier (CoRR, 2025)