35 citations · 54 across the 9 of their papers we have counts for
9 papers
Recognizable Information Bottleneck
Yilin Lyu, Xin Liu, Mingyang Song +4
Information Bottlenecks (IBs) learn representations that generalize to unseen data by information compression. However, existing IBs are practically unable to guarantee generalizat…
Is ChatGPT A Good Keyphrase Generator? A Preliminary Study
Mingyang Song, Haiyun Jiang, Shuming Shi +5
The emergence of ChatGPT has recently garnered significant attention from the computational linguistics community. To demonstrate its capabilities as a keyphrase generator, we cond…
A Generative Model for Digital Camera Noise Synthesis
Mingyang Song, Yang Zhang, Tunç O. Aydın +2
Noise synthesis is a challenging low-level vision task aiming to generate realistic noise given a clean image along with the camera settings. To this end, we propose an effective g…
Hyperbolic Relevance Matching for Neural Keyphrase Extraction
Mingyang Song, Yi Feng, Liping Jing
Keyphrase extraction is a fundamental task in natural language processing and information retrieval that aims to extract a set of phrases with important information from a source d…
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…
The Missing Covariate Indicator Method is Nearly Valid Almost Always
Gang Xu, Mingyang Song, Xin Zhou +3
Background: Although the missing covariate indicator method (MCIM) has been shown to be biased under extreme conditions, the degree and determinants of bias have not been formally…
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…