PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation. - Wei Zhu 016; Xiaofeng Zhou; Keqiang Wang; Xun Luo; Xiepeng Li; Yuan Ni; Guotong Xie (BioNLP@ACL, 2019)

The Dr-KGQA System for Automatically Answering Medication Related Questions in Chinese. - Wei Zhu 016; Yuan Ni; Guotong Xie; Xiaofeng Zhou; Cai Chen (ICHI, 2019)

Analysis of the Health Information Needs of Diabetics in China. - Xiaofeng Zhou; Yuan Ni; Guotong Xie; Wei Zhu 016; Cai Chen; Tianhao Wang 010; Zhigang Pan (MedInfo, 2019)

Mining Infrequent High-Quality Phrases from Domain-Specific Corpora. - Li Wang; Wei Zhu 016; Sihang Jiang; Sheng Zhang 027; Keqiang Wang; Yuan Ni; Guotong Xie; Yanghua Xiao (CIKM, 2020)

Automatic Student Network Search for Knowledge Distillation. - Zhexi Zhang; Wei Zhu 016; Junchi Yan; Peng Gao 015; Guotong Xie (ICPR, 2020)

AutoRC: Improving BERT Based Relation Classification Models via Architecture Search. - Wei Zhu 016; Xipeng Qiu; Yuan Ni; Guotong Xie (CoRR, 2020)

Global Attention Decoder for Chinese Spelling Error Correction. - Zhao Guo; Yuan Ni; Keqiang Wang; Wei Zhu 016; Guotong Xie (ACL/IJCNLP (Findings), 2021)

LeeBERT: Learned Early Exit for BERT with cross-level optimization. - Wei Zhu 016 (ACL/IJCNLP (1), 2021)

MVP-BERT: Multi-Vocab Pre-training for Chinese BERT. - Wei Zhu 016 (ACL (student), 2021)

paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization. - Wei Zhu 016; Yilong He; Ling Chai; Yunxiao Fan; Yuan Ni; Guotong Xie; Xiaoling Wang 004 (BioNLP@NAACL-HLT, 2021)

GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning. - Wei Zhu 016; Xiaoling Wang 004; Yuan Ni; Guotong Xie (EMNLP (1), 2021)

Discovering Better Model Architectures for Medical Query Understanding. - Wei Zhu 016; Yuan Ni; Xiaoling Wang 004; Guotong Xie (NAACL-HLT (Industry Papers), 2021)

AutoNLU: Architecture Search for Sentence and Cross-sentence Attention Modeling with Re-designed Search Space. - Wei Zhu 016 (NLPCC (1), 2021)

AutoTrans: Automating Transformer Design via Reinforced Architecture Search. - Wei Zhu 016; Xiaoling Wang 004; Yuan Ni; Guotong Xie (NLPCC (1), 2021)

A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation. - Tianxiang Sun; Xiangyang Liu; Wei Zhu 016; Zhichao Geng; Lingling Wu; Yilong He; Yuan Ni; Guotong Xie; Xuanjing Huang 001; Xipeng Qiu (ACL (Findings), 2022)

Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation. - Huanran Zheng; Wei Zhu 016; Pengfei Wang; Xiaoling Wang 004 (EMNLP, 2022)

PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting. - Zhen Zhang; Wei Zhu 016; Jinfan Zhang; Peng Wang; Rize Jin; Tae-Sun Chung (NAACL-HLT (Findings), 2022)

Unified Demonstration Retriever for In-Context Learning. - Xiaonan Li; Kai Lv 001; Hang Yan 001; Tianyang Lin; Wei Zhu 016; Yuan Ni; Guotong Xie; Xiaoling Wang 004; Xipeng Qiu (ACL (1), 2023)

LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism. - Jingfan Zhang; Ming Tan; Pengyu Dai; Wei Zhu 016 (ACL (student), 2023)

NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks. - Xinpeng Zhang; Ming Tan; Jingfan Zhang; Wei Zhu 016 (ACL (industry), 2023)

Learned Adapters Are Better Than Manually Designed Adapters. - Yuming Zhang; Peng Wang; Ming Tan; Wei Zhu 016 (ACL (Findings), 2023)

BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting. - Wei Zhu 016; Peng Wang; Yuan Ni; Guotong Xie; Xiaoling Wang 004 (ACL (industry), 2023)

F-PABEE: Flexible-Patience-Based Early Exiting For Single-Label and Multi-Label Text Classification Tasks. - Xiangxiang Gao; Wei Zhu 016; Jiasheng Gao; Congrui Yin (ICASSP, 2023)

ACF: Aligned Contrastive Finetuning For Language and Vision Tasks. - Wei Zhu 016; Peng Wang; Xiaoling Wang 004; Yuan Ni; Guotong Xie (ICASSP, 2023)

UltraFeedback: Boosting Language Models with High-quality Feedback. - Ganqu Cui; Lifan Yuan; Ning Ding 002; Guanming Yao; Wei Zhu 016; Yuan Ni; Guotong Xie; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain. - Wei Zhu 016; Xiaoling Wang 004; Huanran Zheng; Mosha Chen; Buzhou Tang (CoRR, 2023)

Overview of the PromptCBLUE Shared Task in CHIP2023. - Wei Zhu 016; Xiaoling Wang 004; Mosha Chen; Buzhou Tang (CoRR, 2023)

Multi-task entity linking with supervision from a taxonomy. - Xuwu Wang; Lihan Chen; Wei Zhu 016; Yuan Ni; Guotong Xie; Deqing Yang; Yanghua Xiao (Knowl. Inf. Syst., 2023)

IAPT: Instance-Aware Prompt Tuning for Large Language Models. - Wei Zhu 016; Aaron Xuxiang Tian; Congrui Yin; Yuan Ni; Xiaoling Wang 004; Guotong Xie (ACL (1), 2024)

Chimera Model of Candidate Soups for Non-Autoregressive Translation. - Huanran Zheng; Wei Zhu 016; Xiaoling Wang 004 (DASFAA (2), 2024)

MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning. - Jingfan Zhang; Yi Zhao; Dan Chen; Xing Tian; Huanran Zheng; Wei Zhu 016 (EMNLP (Findings), 2024)

ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback. - Ganqu Cui; Lifan Yuan; Ning Ding 002; Guanming Yao; Bingxiang He; Wei Zhu 016; Yuan Ni; Guotong Xie; Ruobing Xie; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (ICML, 2024)

NAT4AT: Using Non-Autoregressive Translation Makes Autoregressive Translation Faster and Better. - Huanran Zheng; Wei Zhu 016; Xiaoling Wang 004 (WWW, 2024)

Text2MDT: Extracting Medical Decision Trees from Medical Texts. - Wei Zhu 016; Wenfeng Li; Xing Tian; Pengfei Wang; Xiaoling Wang 004; Jin Chen 004; Yuanbin Wu; Yuan Ni; Guotong Xie (CoRR, 2024)

IAPT: Instruction-Aware Prompt Tuning for Large Language Models. - Wei Zhu 016; Aaron Xuxiang Tian; Congrui Yin; Yuan Ni; Xiaoling Wang 004; Guotong Xie (CoRR, 2024)

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment. - Zequan Liu; Yi Zhao; Ming Tan; Wei Zhu 016; Aaron Xuxiang Tian (CoRR, 2025)