News
Dec 1, 2021, the following paper: KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation was accepted to the AAAI 2022.
Dec 1, 2021, the following paper: Frequency-Aware Contrastive Learning for Neural Machine Translation was accepted to the AAAI 2022.
Nov 11, 2021, our model RoBLEURT achieves a total of 5 Winners and 2 Second place results in all 8 XX-to-EN segment-level MT evalutation tasks of WMT2021.
Sep 9, 2021, the following paper: RoBLEURT Submission for WMT2021 Metrics Task was accepted to WMT 2021.
May 18, 2021, our model KGR^4 achieves 1st place in CommonGen leaderboard.
May 8, 2021, the following paper: BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining was accepted to the ICML 2021.
May 6, 2021, the following paper: Towards User-Driven Neural Machine Translation was accepted to the ACL 2021.
May 6, 2021, the following paper: POS-constrained Parallel Decoding for Non-autoregressive Generation was accepted to the ACL 2021.
May 6, 2021, the following paper: Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation was accepted to the ACL 2021.
May 6, 2021, the following paper: GLGE: A New General Language Generation Evaluation Benchmark was accepted to the findings of ACL 2021.
Apr 10, 2021, the following paper: AnchiBERT: A Pre-Trained Model for Ancient Chinese Language Understanding and Generation was accepted to the IJCNN 2021.
Mar 31, 2021, the following paper: Mask Attention Networks: Rethinking and Strengthen Transformer was accepted to the NAACL 2021.
Mar 3, 2021, the following paper: ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training was selected as Most Influential EMNLP Papers by paperdigest.org.
Nov 30, 2020, I was invited to be IJCAI’21 SPC.
Nov 14, 2020, we propose a new General Langugae Generation Evaluation benchmark called GLGE, the code and dataset available at here, and the leaderboard is available at here. Have a try! :)
Nov 6, 2020, our sequence-to-sequence pre-training model ProphetNet has been added into the Huggingface Transformers. Have a try! :)
Nov 5, 2020, the following paper: Herb-Know: Knowledge Enhanced Prescription Generation for Traditional Chinese Medicine was accepted to the BIBM-ITCM 2020.
Sep 15, 2020, the following paper: Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space was accepted to the EMNLP 2020.
Sep 15, 2020, the following paper: Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation was accepted to the EMNLP 2020.
Sep 15, 2020, the following paper: ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training was accepted to the findings of EMNLP 2020.
Sep 1, 2020, the following paper: Exploration on the Generation of Chinese Palindrome Poetry was accepted to the ICONIP 2020.
Apr 4, 2020, the following paper: RikiNet: Reading Wikipedia Pages for Natural Question Answering was accepted to the ACL 2020.
Mar 21, 2020, the following paper: Generating Chinese Poetry from Images via Concrete and Abstract Information was accepted to the IJCNN 2020.
Nov 29, 2019, Our model RikiNet achieves 1st place in Natural Question (NQ) leaderboard.
Nov 20, 2019, the demo video of the following paper: Deep Poetry: A Chinese Classical Poetry Generation System (AAAI 2020 demo) is available at here.
Nov 16, 2019, the code and data of the following paper: Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning (AAAI 2020) are available at here.
Nov 11, 2019, the following paper: Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning was accepted to the AAAI 2020.
Nov 04, 2019, I got the “Academic Star” Award of Sichuan University
Oct 25, 2019, the following paper: Deep Poetry: A Chinese Classical Poetry Generation System was accepted to the AAAI 2020 Demonstrations Program.
Oct 10, 2019, I got the National Scholarship for Ph.D. Students.
Sep 10, 2019, the following paper: BFGAN: Backward and Forward Generative Adversarial Networks for Lexically Constrained Sentence Generation was accepted to the IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP 2019).
June 24, 2019, I started my internship at NLC group of Microsoft Research Lab – Asia (MSRA).
June 20, 2019, the dataset of the following paper: Ancient-Modern Chinese Translation with a New Large Training Dataset (TALLIP 2019) are available at here.
May 26, 2019, the code and data of the following paper: TIGS: An Inference Algorithm for Text Infilling with Gradient Search (ACL 2019) are available at here.
May 24, 2019, the code and data of the following paper: Mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation (TALLIP 2019) are available at here.
May 14, 2019, the following paper: TIGS: An Inference Algorithm for Text Infilling with Gradient Search was accepted to the ACL 2019.
May 06, 2019, the following paper: Mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation was accepted to the ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP 2019).
Apr 15, 2019, the following paper: Ancient-Modern Chinese Translation with a New Large Training Dataset was accepted to the ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP 2019).