6 citations · 15 across the 4 of their papers we have counts for
4 papers · 1 filter
From Spatial Relations to Spatial Configurations
Soham Dan, Parisa Kordjamshidi, Julia Bonn +4
Spatial Reasoning from language is essential for natural language understanding. Supporting it requires a representation scheme that can capture spatial phenomena encountered in la…
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification
Vivian Lai, Jon Z. Cai, Chenhao Tan
Feature importance is commonly used to explain machine predictions. While feature importance can be derived from a machine learning model with a variety of methods, the consistency…
Towards Near-imperceptible Steganographic Text
Falcon Z. Dai, Zheng Cai
We show that the imperceptibility of several existing linguistic steganographic systems (Fang et al., 2017; Yang et al., 2018) relies on implicit assumptions on statistical behavio…
Glyph-aware Embedding of Chinese Characters
Falcon Z. Dai, Zheng Cai
Given the advantage and recent success of English character-level and subword-unit models in several NLP tasks, we consider the equivalent modeling problem for Chinese. Chinese scr…