19 citations · 73 across the 18 of their papers we have counts for
6 papers · 1 filter
Topic-Aware Encoding for Extractive Summarization
Mingyang Song, Liping Jing
Document summarization provides an instrument for faster understanding the collection of text documents and has several real-life applications. With the growth of online text data,…
Reinforcing Semantic-Symmetry for Document Summarization
Mingyang Song, Liping Jing
Document summarization condenses a long document into a short version with salient information and accurate semantic descriptions. The main issue is how to make the output summary…
Reinforced Abstractive Summarization with Adaptive Length Controlling
Mingyang Song, Yi Feng, Liping Jing
Document summarization, as a fundamental task in natural language generation, aims to generate a short and coherent summary for a given document. Controllable summarization, especi…
Importance Estimation from Multiple Perspectives for Keyphrase Extraction
Mingyang Song, Liping Jing, Lin Xiao
Keyphrase extraction is a fundamental task in Natural Language Processing, which usually contains two main parts: candidate keyphrase extraction and keyphrase importance estimation…
Probing BERT in Hyperbolic Spaces
Boli Chen, Yao Fu, Guangwei Xu +4
Recently, a variety of probing tasks are proposed to discover linguistic properties learned in contextualized word embeddings. Many of these works implicitly assume these embedding…
Does Head Label Help for Long-Tailed Multi-Label Text Classification
Lin Xiao, Xiangliang Zhang, Liping Jing +2
Multi-label text classification (MLTC) aims to annotate documents with the most relevant labels from a number of candidate labels. In real applications, the distribution of label f…