(Bill) Yuchen Lin

I am a 2nd-year Ph.D. student in Computer Science at the University of Southern California (USC), working with Prof. Xiang Ren who leads the Intelligence and Knowledge Discovery (INK) Research Lab. Pirorly, I got my bachelor degree at the IEEE Honor Class of Shanghai Jiao Tong University (SJTU), supervised by Prof. Kenny Q. Zhu.

My research focuses on natural language processing and knowledge-based artificial intelligence. More sepcfically, I am working on Information Extraction, Commonsense Reasoning, and Graph-based Machine Learning.

[INK Lab]   [Resume]   [Google Scholar]  

News

2019-08-12:  Our work KagNet for commonsense reasoning is accepted as a long paper to EMNLP-IJCNLP 2019.
2019-08-01:  Our AlpacaTag annotation framework (2019 demo) is online now!
2019-05-19:  Our work in building active learning-based sequence tagging annotation framework is accepted by ACL 2019.
2019-01-10:  Will take a research internship at Google AI in the comming summer!
2018-11-11:  Had my very first travel in Europe for the EMNLP! Love Paris, Amsterdam, and Brussels!!!
2018-08-10:  Two papers accepted to EMNLP 2018 !!
2018-07-24:  Attended the ACL 2018 and had a wonderful travel in Melbourne & Sydney!
2018-06-27:  Succeeded in my Bachelor's Thesis Defense and earned Best Thesis Award (Top 1% at SJTU & 1st in the CSE Department.)
2018-05-29:  Invited as a reviewer of EMNLP 2018!
2018-05-29:  Selected as a volunteer for the ACL 2018. And thanks to the ACL Walker Fund for the support towards my travel expenses.
2018-04-21:  Two papers accepted to ACL 2018 !!
2018-04-03:  I will become a Ph.D. student in Computer Science at USC/ISI with an Annenberg Fellowship Award this fall.

Publications

  1. KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning.
    Bill Yuchen Lin, Xinyue Chen, Jamin Chen and Xiang Ren
    in Proc. of EMNLP-IJCNLP 2019

  2. AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging.
    Bill Yuchen Lin*, Dongho Lee*, Frank F. Xu, Ouyu Lan and Xiang Ren
    in Proc. of ACL 2019 Demo Track

  3. Neural Adaptation Layers for Cross-domain Named Entity Recognition.
    Bill Yuchen Lin and Wei Lu
    in Proc. of EMNLP 2018

  4. ExtRA: Extracting Prominent Review Aspects from Customer Feedback.
    Zhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi and Kenny Q. Zhu
    in Proc. of EMNLP 2018

  5. Mining Cross-Cultural Differences and Similarities in Social Media.
    Bill Yuchen Lin*, Frank F. Xu*, Kenny Q. Zhu and Seung-won Hwang
    in Proc. of ACL 2018

  6. Automatic Extraction of Commonsense LocatedNear Knowledge.
    Bill Yuchen Lin*, Frank F. Xu* and Kenny Q. Zhu
    in Proc. of ACL 2018

  7. Multi-channel BiLSTM-CRF Model for Emerging Named Entity Recognition in Social Media.
    Bill Y. Lin, Frank F. Xu, Zhiyi Luo and Kenny Q. Zhu
    in Proc. of EMNLP 2017, Workshop on Noisy User-generated Text

  8. Dynamic Detection of Communities and Their Evolutions in Temporal Social Networks.
    Yaowei Huang, Jinghuan Shang, Bill Y. Lin, Luoyi Fu and Xinbing Wang
    in Proc. of AAAI 2018, Student Abstracts

  9. Transfer Learning for Traffic Speed Prediction: A Preliminary Study.
    Bill Y. Lin, Frank F. Xu, Eve Q. Liao and Kenny Q. Zhu
    in Proc. of AAAI 2018, Workshop on Smart Internet of Things

  10. Cross-region traffic prediction for China on OpenStreetMap.
    Frank F. Xu, Bill Y. Lin, Qi Lu, Yifei Huang and Kenny Q. Zhu
    in Proc. of ACM SIGSPATIAL 2016, International Workshop on Computational Transportation Science

Services

PC Member/Reviewer:
  • Main conferences: AAAI 2020, EMNLP 2019, IJCAI 2019, EMNLP 2018, NLPCC 2019
  • Workshops: EMNLP 2019 DeepLo, ACL 2019 RepL4NLP, ACL 2019 SRW, ICLR 2019 LLD
Student Volunteer: ACL 2018

Honors & Awards

  1. Travel Support for ACL2018, ACL Walker Fund, 2018
  2. Best Bachelor Thesis Award (Top 1% at SJTU & 1st in the CSE Department), Shanghai Jiao Tong University, 2018
  3. Annenberg Fellowship Award, University of Southern California, 2018
  4. Yuanqing Yang's Scholarship (CNY 25k), the foundation of Class 1988 in CS@Shanghai Jiao Tong University, 2018
  5. Qide Scholarship, Shanghai Jiao Tong University, 2018
  6. Shanghai Scholarship, Shanghai Municipal People's Government, 2016-2017
  7. Academic Excellence Scholarship, Shanghai Jiao Tong University, 2016-2017
  8. Academic Progress Scholarship, Shanghai Jiao Tong University, 2016-2017

Education

Experience

  • Google AI, Mountain View, California
    Research Intern
    May. 2019 -- Aug. 2019
    Information Extraction and Structured Prediction for Semi-Structured Data.

  • Microsoft Research Asia, Beijing, China
    Research Intern
    Sept. 2017 -- Mar. 2018
    Semantic Parsing for Data Analysis.

  • ADAPT Lab, SJTU, China
    Research Assistant
    w/ Prof. Kenny Q. Zhu
    May. 2016 -- Jun. 2018
    Text Mining, Knowledge Discovery, Relation Extraction, Spatiotemporal Data Mining, etc.

  • StatNLP Group, SUTD, Singapore
    Visiting Fellow
    w/ Prof. Wei Lu
    Jun. 2017 -- Sept. 2017
    Transfer Learning in NLP.

  • IIoT Research Center, SJTU, China
    Research Assistant
    w/ Prof. Xinbing Wang
    Mar. 2017 -- Jun. 2017
    Temporal Social Network Analysis.

MISC.

  • BiLL = Beauty in Learning Language! Will be always 'Bill Yuchen Lin' on publications to be consistent with previous papers, but I would be more happy to be called Yuchen.
  • I was one of the editors of Linguistic Lunch (语言学午餐), a linguistic blog in Chinese based on WeChat Official Account (@ling-lunch). We had 180k subscribers.