Ruihong Huang



Associate Professor
Natural Language Processing Group

Computer Science and Engineering
Texas A&M University, College Station, TX 77843-3112. USA.


office: 402B HRBB
phone: 979-862-2908
email: huangrh@cse.tamu.edu
.

[Publications] [Teaching] [Students] [Professional Activities]
    My research interests are in natural language processing (NLP) and machine learning, focusing on information extraction, discourse analysis and narrative understanding.
    Events are an important type of information described in news articles, social media texts, and legal documents etc. I develop both supervised and unsupervised machine learning models to extract events and event-event relations such as temporal and causal relations, with the goal to better interpret how and why an event happened and meanwhile to better validate (faked or not), manage, track and even predict events.
    My research interests also include detecting and mitigating the effects of unwanted language and information, such as media bias, online deceptive information or online abusive language, in addition to mining and analyzing subjective information from texts such as morality, opinions, arguments, sentiments and emotions, as well as social science applications of NLP.

A Brief Bio

I received my Ph.D. in School of Computing, University of Utah in July 2014
and completed a postdoc in the NLP group, Stanford University afterwards.
I joined Texas A&M University in September 2015. I have been promoted to associate professor since September 2021.
I am a recipient of a NSF CAREER award.

I am looking for passionate PhD students to work with me.
If you are interested, please apply to our graduate program,
also feel free to drop me an email.

News

    Accepted papers: Three papers to NAACL 2024;
    Service this year: Area Chair, ACL 2024; Senior Area Chair, EMNLP 2024; Action Editor, Computational Linguistics.

Teaching

Publications

  • "LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing".
    Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi LIU, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Ranran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu and Wenpeng Yin.
    in Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024).
  • "EMONA: Event-level Moral Opinions in News Articles".
    Yuanyuan Lei, Md Messal Monem Miah, Ayesha Qamar, Sai Ramana Reddy, Jonathan Tong, Haotian Xu and Ruihong Huang.
    in Proceedings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024).
    [pdf]
  • "Polarity Calibration for Opinion Summarization".
    Yuanyuan Lei, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Ruihong Huang and Dong Yu.
    in Proceedings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024).
    [pdf]

Students

PhDs Masters Undergrads Local High School Students

Alumni

PhDs Masters Undergrads Local High School Students

Professional Activities

  • Senior Program Committee for AAAI 2020.
  • Area Chair (Information Extraction and Text Mining) for ACL 2019.
  • Area Chair (Discourse and Pragmatics) for NAACL 2019.
  • Demonstration Chair for EMNLP 2019.
  • Organized the Second Workshop on Abusive Language Online, co-located with EMNLP-2018, in Brussels, Belgium.
  • Area Chair (Information Extraction) for EMNLP 2018.
  • Standing Reviewing Committee (2018-2020) for Transactions of the Association for Computational Linguistics (TACL)
  • Area Chair (Information Extraction) for EMNLP 2016.
  • Program Committee ACL (2012, 2014-2018), NAACL (2015-2016,2018), EMNLP (2015-2017).
  • Program Committee COLING (2016), EACL (2017), AAAI (2015, 2017), IJCAI (2016)
  • Reviewer for the Journal of Computational linguistics.
  • Wrote a book review for "Domain-sensitive Temporal Tagging".