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Augmenting Scientific Creativity with Retrieval across Knowledge Domains



Hyeonsu B. Kang , Sheshera Mysore , Kevin Huang , Haw-Shiuan Chang , Thorben Prein , Andrew McCallum , Aniket Kittur , Elsa Olivetti

* NLP+HCI Workshop at NAACL 2022 

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Open Aspect Target Sentiment Classification with Natural Language Prompts



Ronald Seoh , Ian Birle , Mrinal Tak , Haw-Shiuan Chang , Brian Pinette , Alfred Hough


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Multi-facet Universal Schema



Rohan Paul , Haw-Shiuan Chang , Andrew McCallum

* EACL 2021 

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Changing the Mind of Transformers for Topically-Controllable Language Generation



Haw-Shiuan Chang , Jiaming Yuan , Mohit Iyyer , Andrew McCallum

* EACL 2021 

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Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications



Haw-Shiuan Chang , Amol Agrawal , Andrew McCallum

* AAAI 2021 

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AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types



Xin Luna Dong , Xiang He , Andrey Kan , Xian Li , Yan Liang , Jun Ma , Yifan Ethan Xu , Chenwei Zhang , Tong Zhao , Gabriel Blanco Saldana , Saurabh Deshpande , Alexandre Michetti Manduca , Jay Ren , Surender Pal Singh , Fan Xiao , Haw-Shiuan Chang , Giannis Karamanolakis , Yuning Mao , Yaqing Wang , Christos Faloutsos , Andrew McCallum , Jiawei Han

* KDD 2020 

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Overcoming Practical Issues of Deep Active Learning and its Applications on Named Entity Recognition



Haw-Shiuan Chang , Shankar Vembu , Sunil Mohan , Rheeya Uppaal , Andrew McCallum


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The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures



Sheshera Mysore , Zach Jensen , Edward Kim , Kevin Huang , Haw-Shiuan Chang , Emma Strubell , Jeffrey Flanigan , Andrew McCallum , Elsa Olivetti

* Accepted as a long paper at the Linguistic Annotation Workshop (LAW) at ACL 2019 

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Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks



Edward Kim , Zach Jensen , Alexander van Grootel , Kevin Huang , Matthew Staib , Sheshera Mysore , Haw-Shiuan Chang , Emma Strubell , Andrew McCallum , Stefanie Jegelka , Elsa Olivetti


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Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings



Haw-Shiuan Chang , Amol Agrawal , Ananya Ganesh , Anirudha Desai , Vinayak Mathur , Alfred Hough , Andrew McCallum

* TextGraphs 2018: the Workshop on Graph-based Methods for Natural Language Processing 

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