51 citations · 63 across the 9 of their papers we have counts for
4 papers · 1 filter
Word2vec Conjecture and A Limitative Result
Falcon Z. Dai
Being inspired by the success of \texttt{word2vec} \citep{mikolov2013distributed} in capturing analogies, we study the conjecture that analogical relations can be represented by ve…
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…
End-to-End Content and Plan Selection for Data-to-Text Generation
Sebastian Gehrmann, Falcon Z. Dai, Henry Elder +1
Learning to generate fluent natural language from structured data with neural networks has become an common approach for NLG. This problem can be challenging when the form of the s…
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…