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About Me
- Acquired Bachelor of Communication Engineering at BUPT in 2018
- Acquired Master of Computer Engineering at CIST@BUPT(Center of
Intelligence Science and Technology) in 2021
- Now works at Tencent as Application Researcher, focusing on NLP for
recommendation, advertising.
Experience
- CIST(Student)
- Tasks
- Text Classification
- Summarization
- Sequence Tagging
- Methods
- Seq2seq
- Topic Modeling
- Determinantal Point Process
- Graph Neural Networks
- Pretrained Language Models
- Sina Weibo(Intern)
- Text Classification(Bert Finetune & Data Augment)
- Document Keywords Scoring(DUET improvement)
- Tencent(Intern)
- KeyPhrase Ranking and Generation
- MRC
- Text Generation
- Tencent MLPD(Application Researcher)
- Summarization
- Graph Embedding
- CB Recall, improve the diversity and Real-time recommendation
sense
- User Profile Modeling, Recall&Prerank Model Improvements
- (NEW!) Co-authored paper Fast and Constrained Keyphrase
Generation get accepted on AAAI 2022
Research
- My
Google Scholar
- [paper]
(AAAI 2022 Long Paper) Fast and Constrained Absent Keyphrase
Generation by Prompt-Based Learning
- [code][paper] (ACL 2021
Findings Long Paper) UniKeyphrase: A Unified Extraction and
Generation Framework for Keyphrase Prediction
- [paper]
(EMNLP 2020 Workshop) CIST@CL-SciSumm 2020, LongSumm 2020: Automatic
Scientific Document Summarization
- [code][paper] (CoNLL 2019
Long Paper) In Conclusion Not Repetition: Comprehensive Abstractive
Summarization with Diversified Attention Based on Determinantal Point
Processes
- [paper]
(RANLP 2019 workshop) Multi-lingual Wikipedia Summarization and
Title Generation On Low Resource Corpus
- [paper] (SIGIR
2019 workshop) CIST@CLSciSumm-19: Automatic Scientific Paper
Summarization with Citances and Facets
- [code][paper] (Arxiv Preprint)
Subjective Bias in Abstractive Summarization
- [paper] (Arxiv
Preprint) CO2Sum:Contrastive Learning for Factual-Consistent
Abstractive Summarization
- [paper]
(CCIS 2018 Long Paper) A Multi-View Abstractive Summarization Model
Jointly Considering Semantics and Sentiment