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Zhihong Shen

2 accepted papers

2023

Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding

EMNLP 2023long findings

Scientific literature understanding tasks have gained significant attention due to their potential to accelerate scientific discovery. Pre-trained language models (LMs) have shown effectiveness in these tasks, especially when tuned via contrastive learning. However, jointly utilizing pre-training da…

Cited by 0SourcecodeScholar
2020

Explainable and Sparse Representations of Academic Articles for Knowledge Exploration

COLING 2020main

We focus on a recently deployed system built for summarizing academic articles by concept tagging. The system has shown great coverage and high accuracy of concept identification which could be contributed by the knowledge acquired from millions of publications. Provided with the interpretable conce…

Cited by 1SourcePDFScholar