Lifeng Shang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 127

Top Venues

CoRR

ACL (1)

ACL (Findings)

AAAI

Publications

Kai Chen, Chunwei Wang, Kuo Yang, Jianhua Han, Lanqing Hong, Fei Mi, Hang Xu, Zhengying Liu, Wenyong Huang, Zhenguo Li, Dit-Yan Yeung, Lifeng Shang
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis. ICLR (2024)
Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang
Learning to Edit: Aligning LLMs with Knowledge Editing. CoRR (2024)
Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang
Learning to Edit: Aligning LLMs with Knowledge Editing. ACL (1) (2024)
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen
Retrieval-based Disentangled Representation Learning with Natural Language Supervision. ICLR (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)
Zhiming Mao, Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
Visually Guided Generative Text-Layout Pre-training for Document Intelligence. NAACL-HLT (2024)
Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. CoRR (2024)
Renlong Jie, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu
Prompt-Based Length Controlled Generation with Multiple Control Types. ACL (Findings) (2024)
Hao Zhang, Yuyang Zhang, Xiaoguang Li, Wenxuan Shi, Haonan Xu, Huanshuo Liu, Yasheng Wang, Lifeng Shang, Qun Liu, Yong Liu, Ruiming Tang
Evaluating the External and Parametric Knowledge Fusion of Large Language 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. CoRR (2024)
Xinshuo Hu, Baotian Hu, Dongfang Li, Xiaoguang Li, Lifeng Shang
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer. CoRR (2024)
Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. CoRR (2024)
Xinshuo Hu, Dongfang Li, Xiaoguang Li, Yuxiang Wu, Lifeng Shang, Baotian Hu
Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer. LREC/COLING (2024)
Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models. ACL (1) (2024)
Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. ACL (1) (2024)
Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
Chain-of-Probe: Examing the Necessity and Accuracy of CoT Step-by-Step. CoRR (2024)
Wai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, Yufei Wang, Liangyou Li, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models. CoRR (2024)
Jianqiao Lu, Wanjun Zhong, Yufei Wang, Zhijiang Guo, Qi Zhu, Wenyong Huang, Yanlin Wang, Fei Mi, Baojun Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
YODA: Teacher-Student Progressive Learning for Language Models. CoRR (2024)
Renlong Jie, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu
Prompt-Based Length Controlled Generation with Multiple Control Types. CoRR (2024)
Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. ACL (Findings) (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)
Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large 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. CoRR (2023)
Renlong Jie, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu
Enhancing Coherence of Extractive Summarization with Multitask Learning. CoRR (2023)
Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. EMNLP (Findings) (2023)
Jianqiao Lu, Wanjun Zhong, Wenyong Huang, Yufei Wang, Fei Mi, Baojun Wang, Weichao Wang, Lifeng Shang, Qun Liu
SELF: Language-Driven Self-Evolution for Large Language Model. CoRR (2023)
Wai-Chung Kwan, Xingshan Zeng, Yufei Wang, Yusen Sun, Liangyou Li, Lifeng Shang, Qun Liu, Kam-Fai Wong
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models. CoRR (2023)
Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. CoRR (2023)
Kai Chen, Chunwei Wang, Kuo Yang, Jianhua Han, Lanqing Hong, Fei Mi, Hang Xu, Zhengying Liu, Wenyong Huang, Zhenguo Li, Dit-Yan Yeung, Lifeng Shang, Xin Jiang, Qun Liu
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis. CoRR (2023)
Rui Wang, Jianzhu Bao, Fei Mi, Yi Chen, Hongru Wang, Yasheng Wang, Yitong Li, Lifeng Shang, Kam-Fai Wong, Ruifeng Xu
Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models. ACL (1) (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)
Renlong Jie, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu
Prompt-Based Length Controlled Generation with Reinforcement Learning. CoRR (2023)
Baojun Wang, Kun Xu, Lifeng Shang
Exploring the Usage of Chinese Pinyin in Pretraining. CoRR (2023)
Yufei Wang, Wanjun Zhong, Liangyou Li, Fei Mi, Xingshan Zeng, Wenyong Huang, Lifeng Shang, Xin Jiang, Qun Liu
Aligning Large Language Models with Human: A Survey. CoRR (2023)
Guanhua Chen, Lu Hou, Yun Chen, Wenliang Dai, Lifeng Shang, Xin Jiang, Qun Liu, Jia Pan, Wenping Wang
mCLIP: Multilingual CLIP via Cross-lingual Transfer. ACL (1) (2023)
Bibo Cai, Xiao Ding, Zhouhao Sun, Bing Qin, Ting Liu, Baojun Wang, Lifeng Shang
Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning. AAAI (2023)
Zige Wang, Wanjun Zhong, Yufei Wang, Qi Zhu, Fei Mi, Baojun Wang, Lifeng Shang, Xin Jiang, Qun Liu
Data Management For Large Language Models: A Survey. 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. CoRR (2023)
Lifeng Shang, Nan Zhang, Li Yang, Lijun Shang
Study of a Random Warranty Model Maintaining Fairness and a Random Replacement Next Model Sustaining Post-Warranty Reliability. Axioms 12 (3) (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)
Chang Liu, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Edmund Y. Lam, Ngai Wong
Gradually Excavating External Knowledge for Implicit Complex Question Answering. EMNLP (Findings) (2023)
Yifei Xin, Baojun Wang, Lifeng Shang
Cooperative Game Modeling With Weighted Token-Level Alignment for Audio-Text Retrieval. IEEE Signal Process. Lett. 30 (2023)
Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation. CoRR (2022)
Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis. ACL (Findings) (2022)
Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation. ACL (Findings) (2022)
Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu
Exploring extreme parameter compression for pre-trained language models. ICLR (2022)
Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
Read before Generate! Faithful Long Form Question Answering with Machine Reading. CoRR (2022)
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen
Retrieval-based Disentanglement with Distant Supervision. CoRR (2022)
Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu
Pre-training Language Models with Deterministic Factual Knowledge. CoRR (2022)
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu
Towards Efficient Post-training Quantization of Pre-trained Language Models. NeurIPS (2022)
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. ACL (1) (2022)
Fei Mi, Yitong Li, Yulong Zeng, Jingyan Zhou, Yasheng Wang, Chuanfei Xu, Lifeng Shang, Xin Jiang, Shiqi Zhao, Qun Liu
PANGUBOT: Efficient Generative Dialogue Pre-training from Pre-trained Language Model. 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)
Xianghong Fang, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu, Dit-Yan Yeung
Controlled Text Generation Using Dictionary Prior in Variational Autoencoders. ACL (Findings) (2022)
Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. EMNLP (2022)
Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu
Exploring Extreme Parameter Compression for Pre-trained Language Models. CoRR (2022)
Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong
Compression of Generative Pre-trained Language Models via Quantization. CoRR (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)
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. 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. EMNLP (2022)
Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. CoRR (2022)
Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis. CoRR (2022)
Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong
Compression of Generative Pre-trained Language Models via Quantization. ACL (1) (2022)
Jian Li, Jieming Zhu, Qiwei Bi, Guohao Cai, Lifeng Shang, Zhenhua Dong, Xin Jiang, Qun Liu
MINER: Multi-Interest Matching Network for News Recommendation. ACL (Findings) (2022)
Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation. EMNLP (Findings) (2022)
Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu
Pre-training Language Models with Deterministic Factual Knowledge. EMNLP (2022)
Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
Read before Generate! Faithful Long Form Question Answering with Machine Reading. ACL (Findings) (2022)
Qiwei Bi, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu, Hanfang Yang
MTRec: Multi-Task Learning over BERT for News Recommendation. ACL (Findings) (2022)
Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation. CoRR (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)
Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu
Improving Unsupervised Question Answering via Summarization-Informed Question Generation. EMNLP (1) (2021)
Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling. CoRR (2021)
Zhihong Shao, Lifeng Shang, Qun Liu, Minlie Huang
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering. CoRR (2021)
Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen
On Position Embeddings in BERT. ICLR (2021)
Zhiqi Huang, Lu Hou, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu
GhostBERT: Generate More Features with Cheap Operations for BERT. ACL/IJCNLP (1) (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)
Mingyang Yi, Lu Hou, Jiacheng Sun, Lifeng Shang, Xin Jiang, Qun Liu, Zhiming Ma
Improved OOD Generalization via Adversarial Training and Pretraing. ICML (2021)
Chang Liu, Xiaoguang Li, Guohao Cai, Zhenhua Dong, Hong Zhu, Lifeng Shang
Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation. 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)
Mingyang Yi, Lu Hou, Jiacheng Sun, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma
Improved OOD Generalization via Adversarial Training and Pre-training. CoRR (2021)
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King
BinaryBERT: Pushing the Limit of BERT Quantization. ACL/IJCNLP (1) (2021)
Chang Liu, Xiaoguang Li, Guohao Cai, Zhenhua Dong, Hong Zhu, Lifeng Shang
Noninvasive Self-attention for Side Information Fusion in Sequential Recommendation. AAAI (2021)
Shaobo Li, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions. AAAI (2021)
Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu
Improving Unsupervised Question Answering via Summarization-Informed Question Generation. CoRR (2021)
Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling. EMNLP (1) (2021)
Mingyang Yi, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma
Reweighting Augmented Samples by Minimizing the Maximal Expected Loss. ICLR (2021)
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu
Towards Efficient Post-training Quantization of Pre-trained Language Models. 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)
Mingyang Yi, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma
Reweighting Augmented Samples by Minimizing the Maximal Expected Loss. CoRR (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)
Guohao Cai, Xiaoguang Li, Quanyu Dai, Gang Wang, Zhenhua Dong, Chaoliang Zhang, Xiuqiang He, Lifeng Shang
Dual Sequence Transformer for Query-based Interactive Recommendation. MDM (2021)
Zhihong Shao, Lifeng Shang, Qun Liu, Minlie Huang
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering. ACL/IJCNLP (1) (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)
Yangbin Chen, Tom Ko, Lifeng Shang, Xiao Chen, Xin Jiang, Qing Li
An Investigation of Few-Shot Learning in Spoken Term Classification. INTERSPEECH (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lifeng Shang