Jiang Guo (郭 江)

I am an applied scientist at AWS Bedrock. Previously, I was a postdoc researcher at MIT CSAIL, working with Prof. Regina Barzilay. I received my Ph.D. from the SCIR lab at Harbin Institute of Technology, advised by Dr. Haifeng Wang and Prof. Wanxiang Che. During 2014-2015, I was a visiting student at Johns Hopkins University's CLSP, working with Prof. David Yarowsky.

My research interests span a wide range of areas in natural language processing and machine learning. My earlier research has focused on low-resource learning with applications in cross-lingual, task, and domain transfer (ACL15, JAIR16, EMNLP18, EMNLP19a, EMNLP19b), as well as interdisciplinary applications in chemical sciences (JCIM21, JCIM23a, JCIM23b). Recently I have been mostly working on various topics and industrial applications of large language models (LLMs), including Text2SQL (Amazon Q in QuickSight), RAG (Amazon Bedrock Knowledge Base), Knowledge Editing (ACL24), and LLM Customization (NAACL25).

Selected Papers [Google Scholar]

* indicates authors with equal contribution.



Book and Translation:

Academic Services

  • Senior PC: AAAI (2021, 2022)
  • Area Chair: CCL (2019, 2020), COLING (2022)
  • Journal Reviewer: IEEE/ACM TASLP, ACM TIST, ACS JCIM
  • Conference Reviewer: EMNLP, NAACL, ACL, NLPCC, COLM
  • PC Member: Student Research Workshop of ACL (2016, 2017, 2018), NAACL (2017, 2018)
  • PC Member: NAACL 2016 Workshop on Multilingual and Crosslingual Methods in NLP
  • Reviewing Coordinator: ACL (2014), EMNLP (2014), NAACL (2015)

Miscellaneous


Last updated May 20 2024 (This template was originally designed by Mu Li.)