Jaegul Choo
5 papers in the PaperMetrix corpus
Papers by this author
-
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller
2018
Machine reading comprehension helps machines learn to utilize most of the human knowledge written in the form of text. Existing approaches made a significant progress comparable to human-level performance, but they are still limited in …
-
Learning Debiased Representation via Disentangled Feature Augmentation
2021 · arXiv (Cornell University)
Image classification models tend to make decisions based on peripheral attributes of data items that have strong correlation with a target variable (i.e., dataset bias). These biased models suffer from the poor generalization capability when …
-
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations
2021
The lack of description of a given program code acts as a big hurdle to those developers new to the code base for its understanding. To tackle this problem, previous work on code summarization, the …
-
PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration
2023
Document-level relation extraction (DocRE)aims to extract relations of all entity pairs in a document.A key challenge in DocRE is the cost of annotating such data which requires intensive human effort.Thus, we investigate the case of …
-
Paraphrase Diversification Using Counterfactual Debiasing
2019 · Proceedings of the AAAI Conference on Artificial Intelligence
The problem of generating a set of diverse paraphrase sentences while (1) not compromising the original meaning of the original sentence, and (2) imposing diversity in various semantic aspects, such as a lexical or syntactic …