Yichun Yin

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 47

Top Topics

Theorem Proving

Sentiment Classification

Term Extraction

Top Venues

EMNLP (Findings)

Publications

Xiangyang Li, Kuicai Dong, Yi Quan Lee, Wei Xia, Yichun Yin, Hao Zhang, Yong Liu, Yasheng Wang, Ruiming Tang
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models. CoRR (2024)
Yu Pan, Ye Yuan, Yichun Yin, Jiaxin Shi, Zenglin Xu, Ming Zhang, Lifeng Shang, Xin Jiang, Qun Liu
Preparing Lessons for Progressive Training on Language Models. AAAI (2024)
Yu Pan, Ye Yuan, Yichun Yin, Jiaxin Shi, Zenglin Xu, Ming Zhang, Lifeng Shang, Xin Jiang, Qun Liu
Preparing Lessons for Progressive Training on Language Models. CoRR (2024)
Jing Xiong, Zixuan Li, Chuanyang Zheng, Zhijiang Guo, Yichun Yin, Enze Xie, Zhicheng Yang, Qingxing Cao, Haiming Wang, Xiongwei Han, Jing Tang, Chengming Li, Xiaodan Liang
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning. ICLR (2024)
Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
NewsDialogues: Towards Proactive News Grounded Conversation. CoRR (2023)
Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
NewsDialogues: Towards Proactive News Grounded Conversation. ACL (Findings) (2023)
Yu Pan, Ye Yuan, Yichun Yin, Zenglin Xu, Lifeng Shang, Xin Jiang, Qun Liu
Reusing Pretrained Models by Multi-linear Operators for Efficient Training. CoRR (2023)
Haiming Wang, Ye Yuan, Zhengying Liu, Jianhao Shen, Yichun Yin, Jing Xiong, Enze Xie, Han Shi, Yujun Li, Lin Li, Jian Yin, Zhenguo Li, Xiaodan Liang
DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function. ACL (1) (2023)
Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. ACL (1) (2023)
Chengwu Liu, Jianhao Shen, Huajian Xin, Zhengying Liu, Ye Yuan, Haiming Wang, Wei Ju, Chuanyang Zheng, Yichun Yin, Lin Li, Ming Zhang, Qun Liu
FIMO: A Challenge Formal Dataset for Automated Theorem Proving. CoRR (2023)
Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models. ACL (2) (2023)
Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models. CoRR (2023)
Jing Xiong, Zixuan Li, Chuanyang Zheng, Zhijiang Guo, Yichun Yin, Enze Xie, Zhicheng Yang, Qingxing Cao, Haiming Wang, Xiongwei Han, Jing Tang, Chengming Li, Xiaodan Liang
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning. CoRR (2023)
Jing Xiong, Jianhao Shen, Ye Yuan, Haiming Wang, Yichun Yin, Zhengying Liu, Lin Li, Zhijiang Guo, Qingxing Cao, Yinya Huang, Chuanyang Zheng, Xiaodan Liang, Ming Zhang, Qun Liu
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models. CoRR (2023)
Yu Pan, Ye Yuan, Yichun Yin, Zenglin Xu, Lifeng Shang, Xin Jiang, Qun Liu
Reusing Pretrained Models by Multi-linear Operators for Efficient Training. NeurIPS (2023)
Jing Xiong, Jianhao Shen, Ye Yuan, Haiming Wang, Yichun Yin, Zhengying Liu, Lin Li, Zhijiang Guo, Qingxing Cao, Yinya Huang, Chuanyang Zheng, Xiaodan Liang, Ming Zhang, Qun Liu
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models. EMNLP (2023)
Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu
FPT: Improving Prompt Tuning Efficiency via Progressive Training. CoRR (2022)
Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks. CoRR (2022)
Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu
FPT: Improving Prompt Tuning Efficiency via Progressive Training. EMNLP (Findings) (2022)
Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu
bert2BERT: Towards Reusable Pretrained Language Models. ACL (1) (2022)
Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks. EMNLP (2022)
Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models. CoRR (2021)
Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu
Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation. CoRR (2021)
Xiaoqi Jiao, Huating Chang, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
Improving task-agnostic BERT distillation with layer mapping search. Neurocomputing 461 (2021)
Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu
bert2BERT: Towards Reusable Pretrained Language Models. CoRR (2021)
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation. CoRR (2021)
Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu
Generate & Rank: A Multi-task Framework for Math Word Problems. EMNLP (Findings) (2021)
Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models. ACL/IJCNLP (1) (2021)
Shaobo Li, Qun Liu, Xin Jiang, Yichun Yin, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Lifeng Shang
Integrating Regular Expressions with Neural Networks via DFA. CoRR (2021)
Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu
Generate & Rank: A Multi-task Framework for Math Word Problems. CoRR (2021)
Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu
Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation. ICANN (3) (2021)
Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu
TernaryBERT: Distillation-aware Ultra-low Bit BERT. CoRR (2020)
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
TinyBERT: Distilling BERT for Natural Language Understanding. EMNLP (Findings) (2020)
Xiaoqi Jiao, Huating Chang, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
Improving Task-Agnostic BERT Distillation with Layer Mapping Search. CoRR (2020)
Yichun Yin, Chenguang Wang, Ming Zhang
PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction. COLING (2020)
Yuyang Zhang, Jintao Yu, Kai Wang, Yichun Yin, Cheng Chen, Qun Liu
The Solution of Huawei Cloud & Noah's Ark Lab to the NLPCC-2020 Challenge: Light Pre-Training Chinese Language Model for NLP Task. NLPCC (2) (2020)
Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
Dialog State Tracking with Reinforced Data Augmentation. AAAI (2020)
Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu
TernaryBERT: Distillation-aware Ultra-low Bit BERT. EMNLP (1) (2020)
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu
TinyBERT: Distilling BERT for Natural Language Understanding. CoRR (2019)
Ming Zhang, Yichun Yin
More Chinese women needed to hold up half the computing sky. ACM TUR-C (2019)
Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
Dialog State Tracking with Reinforced Data Augmentation. CoRR (2019)
Yichun Yin, Chenguang Wang, Ming Zhang
PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction. CoRR (2019)
Ziqian Zeng, Yichun Yin, Yangqiu Song, Ming Zhang
Socialized Word Embeddings. IJCAI (2017)
Yichun Yin, Yangqiu Song, Ming Zhang
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings. SemEval@ACL (2017)
Yichun Yin, Yangqiu Song, Ming Zhang
Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension. EMNLP (2017)
Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction. CoRR (2016)
Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, Ming Zhou
Unsupervised Word and Dependency Path Embeddings for Aspect Term Extraction. IJCAI (2016)
Li Dong, Furu Wei, Yichun Yin, Ming Zhou, Ke Xu
Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets. SemEval@NAACL-HLT (2015)