41 citations · 116 across the 43 of their papers we have counts for
5 papers · 1 filter
Workshop on Document Intelligence Understanding
Soyeon Caren Han, Yihao Ding, Siwen Luo +5
Document understanding and information extraction include different tasks to understand a document and extract valuable information automatically. Recently, there has been a rising…
Form-NLU: Dataset for the Form Natural Language Understanding
Yihao Ding, Siqu Long, Jiabin Huang +4
Compared to general document analysis tasks, form document structure understanding and retrieval are challenging. Form documents are typically made by two types of authors; A form…
SUPER-Rec: SUrrounding Position-Enhanced Representation for Recommendation
Taejun Lim, Siqu Long, Josiah Poon +1
Collaborative filtering problems are commonly solved based on matrix completion techniques which recover the missing values of user-item interaction matrices. In a matrix, the rati…
GLocal-K: Global and Local Kernels for Recommender Systems
Soyeon Caren Han, Taejun Lim, Siqu Long +2
Recommender systems typically operate on high-dimensional sparse user-item matrices. Matrix completion is a very challenging task to predict one's interest based on millions of oth…
A Survey on Extraction of Causal Relations from Natural Language Text
Jie Yang, Soyeon Caren Han, Josiah Poon
As an essential component of human cognition, cause-effect relations appear frequently in text, and curating cause-effect relations from text helps in building causal networks for…