mlprogram issues

How to convert ActionSequence/AST to CODE?

First, I would like to thank you for the publication of the source code. In order to calculate the BLEU score, I need to convert ActionSequence/AST to plain text, however,...

LiuZeJie97

nl_attention not found in ASTReader

In paper "TreeGen: A Tree-Based Transformer Architecture for Code Generation", there is a nl attention layer in the AST Reader, but I can't find it in class ActionSequenceReaderBlock. Thanks in...

LiuZeJie97

TreeGen: A Tree-Based Transformer Architecture for Code Generation

7

* [x] Write an initial implementation * [x] Get the result similar to the paper * [ ] Make training stable (the loss becomes NaN after 40 epochs with Hearthstone...

HiroakiMikami

paper

How is the target vector (program rules sequence) in TreeGen created during training?

1

TreeGen learns by predicting the rules from the target program. Thus, I assume you make the target program into an AST and in that process you get a sequence (that...

brando90