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ORCIDQun Liu 0001
刘群
Person information
- affiliation: Huawei Noah's Ark Lab
- affiliation (former): Dublin City University
- affiliation (former): ADAPT Center
- affiliation (former): CNGL
- affiliation (former): Institute of Computing Technology, Chinese Academy of Sciences
- affiliation (former): University of Chinese Academy of Sciences
- unicode name: 刘群
Other persons with the same name
- Qun Liu — disambiguation page
- Qun Liu 0002
![[0000-0002-5427-9284]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5427-9284")
— Hexi University, Zhangye, China (and 1 more) - Qun Liu 0003 — Northeast Normal University, Changchun, Jilin, China
- Qun Liu 0004 — Louisiana State University, Baton Rouge, LA, USA
- Qun Liu 0005 — Chongqing University of Posts and Telecommunications, Chongqing, China
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2020 – today
- 2022
[j24]Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, Yang Liu:
Dynamic Multi-Branch Layers for On-Device Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 30: 958-967 (2022)- [c276]Krtin Kumar, Peyman Passban, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu:
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables. AAAI 2022: 10930-10937 - [c275]Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang:
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation. AAAI 2022: 11757-11764 - [c274]Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu, Xin Jiang, Qun Liu:
Compilable Neural Code Generation with Compiler Feedback. ACL (Findings) 2022: 9-19 - [c273]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: 97-111 - [c272]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: 343-352 - [c271]Meng Zhang, Liangyou Li, Qun Liu:
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation. ACL (2) 2022: 644-650 - [c270]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: 744-756 - [c269]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: 1720-1732 - [c268]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: 2134-2148 - [c267]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: 2383-2395 - [c266]Ningning Wang, Guobing Gan, Peng Zhang, Shuai Zhang, Victor Junqiu Wei, Qun Liu, Xin Jiang:
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer. ACL (1) 2022: 2390-2402 - [c265]Qiwei Bi, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu, Hanfang Yang:
MTRec: Multi-Task Learning over BERT for News Recommendation. ACL (Findings) 2022: 2663-2669 - [c264]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: 4821-4836 - [c263]Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu:
Universal Conditional Masked Language Pre-training for Neural Machine Translation. ACL (1) 2022: 6379-6391 - [c262]Tianbo Ji, Yvette Graham, Gareth J. F. Jones, Chenyang Lyu, Qun Liu:
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems. ACL (1) 2022: 6416-6437 - [c261]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: 7135-7146 - [c260]Xinyan Zhao, Bin He, Yasheng Wang, Yitong Li, Fei Mi, Yajiao Liu, Xin Jiang, Qun Liu, Huanhuan Chen:
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues. DialDoc@ACL 2022: 13-22 - [c259]Kaijie Shi, Xiaozhi Wang, Jifan Yu, Lei Hou, Juanzi Li, Jingtong Wu, Dingyu Yong, Jinghui Xiao, Qun Liu:
CStory: A Chinese Large-scale News Storyline Dataset. CIKM 2022: 4475-4479 - [c258]Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Xin Jiang, Qun Liu:
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation. COLING 2022: 636-647 - [c257]Cheng Chen, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Yudong Zhu, Xiaodong Gu:
UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog. CVPR 2022: 18082-18091 - [c256]Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng:
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. EMNLP (Findings) 2022: 3576-3591 - [c255]Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu:
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. EMNLP 2022: 5015-5035 - [c254]Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu:
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. EMNLP 2022: 7985-7997 - [c253]Wenyong Huang, Zhenhe Zhang, Yu Ting Yeung, Xin Jiang, Qun Liu:
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training. ICLR 2022 - [c252]Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu:
Exploring extreme parameter compression for pre-trained language models. ICLR 2022 - [c251]Nianzu Zheng, Liqun Deng, Wenyong Huang, Yu Ting Yeung, Baohua Xu, Yuanyuan Guo, Yasheng Wang, Xiao Chen, Xin Jiang, Qun Liu:
CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis. INTERSPEECH 2022: 4352-4356 - [c250]Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu:
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models. NAACL-HLT (Findings) 2022: 217-228 - [c249]Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze:
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. NAACL-HLT (Findings) 2022: 675-692 - [i126]Wenyong Huang, Zhenhe Zhang, Yu Ting Yeung, Xin Jiang, Qun Liu:
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training. CoRR abs/2201.10207 (2022) - [i125]Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Qun Liu, Xin Jiang:
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation. CoRR abs/2201.11367 (2022) - [i124]Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng:
Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks. CoRR abs/2202.08011 (2022) - [i123]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 abs/2203.00343 (2022) - [i122]Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu, Zhenglu Yang:
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks. CoRR abs/2203.03878 (2022) - [i121]Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu, Xin Jiang, Qun Liu:
Compilable Neural Code Generation with Compiler Feedback. CoRR abs/2203.05132 (2022) - [i120]Tianbo Ji, Yvette Graham, Gareth J. F. Jones, Chenyang Lyu, Qun Liu:
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems. CoRR abs/2203.05899 (2022) - [i119]Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung:
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation. CoRR abs/2203.06386 (2022) - [i118]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 abs/2203.06942 (2022) - [i117]Meng Zhang, Liangyou Li, Qun Liu:
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation. CoRR abs/2203.09027 (2022) - [i116]Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu:
Universal Conditional Masked Language Pre-training for Neural Machine Translation. CoRR abs/2203.09210 (2022) - [i115]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 abs/2203.10705 (2022) - [i114]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 abs/2203.16747 (2022) - [i113]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 abs/2203.17090 (2022) - [i112]Cheng Chen, Yudong Zhu, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Xiaodong Gu:
UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog. CoRR abs/2205.00423 (2022) - [i111]Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu:
Exploring Extreme Parameter Compression for Pre-trained Language Models. CoRR abs/2205.10036 (2022) - [i110]Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Duan Xinyu, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais:
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding. CoRR abs/2205.10687 (2022) - [i109]Jinghui Xiao, Qun Liu, Xin Jiang, Yuanfeng Xiong, Haiteng Wu, Zhe Zhang:
PERT: A New Solution to Pinyin to Character Conversion Task. CoRR abs/2205.11737 (2022) - [i108]Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu:
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models. CoRR abs/2206.06586 (2022) - [i107]Fenia Christopoulou, Gerasimos Lampouras, Milan Gritta, Guchun Zhang, Yinpeng Guo, Zhongqi Li, Qi Zhang, Meng Xiao, Bo Shen, Lin Li, Hao Yu, Li Yan, Pingyi Zhou, Xin Wang, Yuchi Ma, Ignacio Iacobacci, Yasheng Wang, Guangtai Liang, Jiansheng Wei, Xin Jiang, Qianxiang Wang, Qun Liu:
PanGu-Coder: Program Synthesis with Function-Level Language Modeling. CoRR abs/2207.11280 (2022) - [i106]Zhihua Jin, Xingbo Wang, Furui Cheng, Chunhui Sun, Qun Liu, Huamin Qu:
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset. CoRR abs/2208.08010 (2022) - [i105]Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin:
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages. CoRR abs/2210.09984 (2022) - [i104]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 abs/2210.11165 (2022) - [i103]Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu:
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. CoRR abs/2210.11929 (2022) - [i102]Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu:
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. CoRR abs/2211.04079 (2022) - [i101]Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu:
FPT: Improving Prompt Tuning Efficiency via Progressive Training. CoRR abs/2211.06840 (2022) - [i100]Xiaojun Meng, Wenlin Dai, Yasheng Wang, Baojun Wang, Zhiyong Wu, Xin Jiang, Qun Liu:
Lexicon-injected Semantic Parsing for Task-Oriented Dialog. CoRR abs/2211.14508 (2022) - [i99]Yusen Sun, Liangyou Li, Qun Liu, Dit-Yan Yeung:
SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme. CoRR abs/2211.15037 (2022) - [i98]Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang:
KPT: Keyword-guided Pre-training for Grounded Dialog Generation. CoRR abs/2212.01739 (2022) - [i97]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 abs/2212.03613 (2022) - [i96]Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen:
Retrieval-based Disentanglement with Distant Supervision. CoRR abs/2212.07699 (2022) - [i95]Xingshan Zeng, Liangyou Li, Qun Liu:
AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation. CoRR abs/2212.08911 (2022) - [i94]Hao Sun, Zhexin Zhang, Fei Mi, Yasheng Wang, Wei Liu, Jianwei Cui, Bin Wang, Qun Liu, Minlie Huang:
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Constructing Moral Discussions. CoRR abs/2212.10720 (2022) - 2021
- [j23]Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun:
Know what you don't need: Single-Shot Meta-Pruning for attention heads. AI Open 2: 36-42 (2021) - [j22]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: 194-203 (2021) - [j21]Gang Chen, Yang Liu, Huanbo Luan, Meng Zhang, Qun Liu, Maosong Sun:
Learning to Generate Explainable Plots for Neural Story Generation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 585-593 (2021) - [c248]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: 13279-13287 - [c247]Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh, Qun Liu:
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation. AAAI 2021: 13657-13665 - [c246]Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu:
Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021: 13736-13744 - [c245]Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. ACL/IJCNLP (Findings) 2021: 1569-1576 - [c244]Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang:
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management. ACL/IJCNLP (Findings) 2021: 1591-1602 - [c243]Xingshan Zeng, Liangyou Li, Qun Liu:
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer. ACL/IJCNLP (Findings) 2021: 2461-2474 - [c242]Meng Zhang, Liangyou Li, Qun Liu:
Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation. ACL/IJCNLP (Findings) 2021: 2726-2738 - [c241]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: 4111-4124 - [c240]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: 4334-4348 - [c239]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: 5146-5157 - [c238]Jie He, Bo Peng, Yi Liao, Qun Liu, Deyi Xiong:
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models. ACL/IJCNLP (1) 2021: 6012-6025 - [c237]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: 6512-6523 - [c236]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: 2269-2279 - [c235]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: 2679-2693 - [c234]Weixuan Wang, Wei Peng, Meng Zhang, Qun Liu:
Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings. EMNLP (1) 2021: 3197-3202 - [c233]Yuanhang Zheng, Zhixing Tan, Meng Zhang, Mieradilijiang Maimaiti, Huanbo Luan, Maosong Sun, Qun Liu, Yang Liu:
Self-Supervised Quality Estimation for Machine Translation. EMNLP (1) 2021: 3322-3334 - [c232]Huibin Ge, Chenxi Sun, Deyi Xiong, Qun Liu:
Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context. EMNLP (1) 2021: 3770-3778 - [c231]Peyman Passban, Puneeth S. M. Saladi, Qun Liu:
Revisiting Robust Neural Machine Translation: A Transformer Case Study. EMNLP (Findings) 2021: 3831-3840 - [c230]Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu:
Improving Unsupervised Question Answering via Summarization-Informed Question Generation. EMNLP (1) 2021: 4134-4148 - [c229]Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu:
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training. EMNLP (1) 2021: 7291-7305 - [c228]Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao:
Document Graph for Neural Machine Translation. EMNLP (1) 2021: 8435-8448 - [c227]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: 570-581 - [c226]Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen:
On Position Embeddings in BERT. ICLR 2021 - [c225]Mingyang Yi, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma:
Reweighting Augmented Samples by Minimizing the Maximal Expected Loss. ICLR 2021 - [c224]Mingyang Yi, Lu Hou, Jiacheng Sun, Lifeng Shang, Xin Jiang, Qun Liu, Zhiming Ma:
Improved OOD Generalization via Adversarial Training and Pretraing. ICML 2021: 11987-11997 - [c223]Xingshan Zeng, Liangyou Li, Qun Liu:
Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021. IWSLT 2021: 149-153 - [c222]Meng Zhang, Minghao Wu, Pengfei Li, Liangyou Li, Qun Liu:
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation. WMT@EMNLP 2021: 1009-1013 - [i93]Junqiu Wei, Qun Liu, Yinpeng Guo, Xin Jiang:
Training Multilingual Pre-trained Language Model with Byte-level Subwords. CoRR abs/2101.09469 (2021) - [i92]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 abs/2103.06418 (2021) - [i91]Mingyang Yi, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma:
Reweighting Augmented Samples by Minimizing the Maximal Expected Loss. CoRR abs/2103.08933 (2021) - [i90]Liangyou Li, Andy Way, Qun Liu:
Dependency Graph-to-String Statistical Machine Translation. CoRR abs/2103.11089 (2021) - [i89]Tong Cui, Jinghui Xiao, Liangyou Li, Xin Jiang, Qun Liu:
An Approach to Improve Robustness of NLP Systems against ASR Errors. CoRR abs/2103.13610 (2021) - [i88]Krtin Kumar, Mehdi Rezagholizadeh, Yiu Sing Lau, Qun Liu:
Improving Neural Machine Translation with Compact Word Embedding Tables. CoRR abs/2104.08677 (2021) - [i87]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 abs/2104.11928 (2021) - [i86]Wei Zeng, Xiaozhe Ren, Teng Su, Hui Wang, Yi Liao, Zhiwei Wang, Xin Jiang, ZhenZhang Yang, Kaisheng Wang, Xiaoda Zhang, Chen Li, Ziyan Gong, Yifan Yao, Xinjing Huang, Jun Wang, Jianfeng Yu, Qi Guo, Yue Yu, Yan Zhang, Jin Wang, Hengtao Tao, Dasen Yan, Zexuan Yi, Fang Peng, Fangqing Jiang, Han Zhang, Lingfeng Deng, Yehong Zhang, Zhe Lin, Chao Zhang, Shaojie Zhang, Mingyue Guo, Shanzhi Gu, Gaojun Fan, Yaowei Wang, Xuefeng Jin, Qun Liu, Yonghong Tian:
PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation. CoRR abs/2104.12369 (2021) - [i85]Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang:
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management. CoRR abs/2105.06041 (2021) - [i84]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 abs/2105.11144 (2021) - [i83]Xingshan Zeng, Liangyou Li, Qun Liu:
Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021. CoRR abs/2106.00197 (2021) - [i82]Xingshan Zeng, Liangyou Li, Qun Liu:
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer. CoRR abs/2106.04833 (2021) - [i81]Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu:
Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision. CoRR abs/2106.05166 (2021) - [i80]Zhihong Shao, Lifeng Shang, Qun Liu, Minlie Huang:
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering. CoRR abs/2106.07174 (2021) - [i79]Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu:
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models. CoRR abs/2107.13686 (2021) - [i78]Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu:
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training. CoRR abs/2109.02284 (2021) - [i77]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 abs/2109.02882 (2021) - [i76]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 abs/2109.03034 (2021) - [i75]Zhihua Jin, Xin Jiang, Xingbo Wang, Qun Liu, Yong Wang, Xiaozhe Ren, Huamin Qu:
NumGPT: Improving Numeracy Ability of Generative Pre-trained Models. CoRR abs/2109.03137 (2021) - [i74]Yinquan Lu, Haonan Lu, Guirong Fu, Qun Liu:
KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs. CoRR abs/2109.04223 (2021) - [i73]Fei Mi, Yitong Li, Yasheng Wang, Xin Jiang, Qun Liu:
CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems. CoRR abs/2109.04645 (2021) - [i72]Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang:
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation. CoRR abs/2109.05812 (2021) - [i71]