3 papers
cs.CL2022
Code Generation for Unknown Libraries via Reading API Documentations
Koki Washio, Yusuke Miyao
Open-domain code generation is a challenging problem because the set of functions and classes that we use are frequently changed and extended in programming communities. We conside…
cs.CL2018
Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations
Koki Washio, Tsuneaki Kato
Recognizing lexical semantic relations between word pairs is an important task for many applications of natural language processing. One of the mainstream approaches to this task i…
cs.CL2018
Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space
Koki Washio, Tsuneaki Kato
Capturing the semantic relations of words in a vector space contributes to many natural language processing tasks. One promising approach exploits lexico-syntactic patterns as feat…