Research Article

[Retracted] Application of Thematic Context-Based Deep Learning in Foreign Language Teaching

Algorithm 1

LDA ELT topic word set construction algorithm.
Input:
//ELT corpus and ELT topic probability distributions
Output: //LDA ELT subject headings
(1)for i = 1 to m do//traverse ELT D
(2)//Get the topic T to which the i-th ELT topic probability maximum belongs
(3)
(4)//put the i article of ELT into the th topic
(5)Topic.append (, i)
(6)end for
(7)for j = 1 to k do//traverse k topics
(8)//ELT splitting and deduplication in the j-th topic
(9)lexical ← set(seg(Topic[j]))
(10) append(lexical)//constitute a set of subject words .
(11)end for
(12)return (Z)//return to LDA ELT subject word set