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cs.CL2024
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction
Han Jiang, Junwen Duan, Zhe Qu +1
Unsupervised rationale extraction aims to extract text snippets to support model predictions without explicit rationale annotation. Researchers have made many efforts to solve this…
cs.CL2023★ 1 cited
You Only Forward Once: Prediction and Rationalization in A Single Forward Pass
Han Jiang, Junwen Duan, Zhe Qu +1
Unsupervised rationale extraction aims to extract concise and contiguous text snippets to support model predictions without any annotated rationale. Previous studies have used a tw…
cs.CL2023
MHLAT: Multi-hop Label-wise Attention Model for Automatic ICD Coding
Junwen Duan, Han Jiang, Ying Yu
International Classification of Diseases (ICD) coding is the task of assigning ICD diagnosis codes to clinical notes. This can be challenging given the large quantity of labels (ne…