LUKA_qubies

The Language Understanding and Knowledge Acquisition (LUKA) Lab is directed by Dr. Muhao Chen. Our research focuses on robust and accountable machine learning methods for natural language understanding, structured data processing, and knowledge acquisition from unstructured data. We are also interested in knowledge-driven intelligent systems that handle interdisciplinary tasks (for example, biology, medicine, software engineering, and geoinformatics). Our long-term goal is to develop robust, generalizable and minimally supervised knowledge-aware learning systems that help machines understand nature.


We are looking for several new Ph.D. students to join the lab. Prospective students please read this.



Recent News


June 14, 2022

Cisco Award


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We have received a Cisco Faculty Award to support our research on robust knowledge extraction.)



April 7, 2022

NAACL 2022


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We will present 7 long papers at NAACL 2022 (incl. 4 main, 2 findings and 1 TACL). See you in Seattle. (Also check out our recent ACL and ICLR papers)



Jan 27, 2022

Upcoming TACL Paper


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We have a new paper on indirect supervision accepted to TACL. Congratulations to the great work by our undergraduate scholar Bangzheng.



Dec 15, 2021

Upcoming Tutorial at NAACL


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We will give a tutorial about "New Frontiers in Information Extraction" at NAACL 2022.



Aug 8, 2021

Upcoming EMNLP Papers


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We have 6 long papers accepted to EMNLP 2021. Also check out our new ACL papers.



July 14, 2021

NSF CRII Award


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We have received the NSF CRII Award that will support our research on transferable representation learning.



June 30, 2021

Upcoming tutorials


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We have two upcoming tutorials at ACL 2021 and KDD 2021.



June 30, 2021

Hello RPG World!


LUKA_qubies

Our group website is online.