TY - GEN
T1 - PiE
T2 - 29th ACM/IEEE International Conference on Automated Software Engineering, ASE 2014
AU - Liu, Xiao
AU - Wu, Dinghao
N1 - Publisher Copyright:
© 2014 ACM.
PY - 2014
Y1 - 2014
N2 - Eliza, a primitive example of natural language processing, adopts a rule-based method to conduct simple conversations with people. In this paper, we extend Eliza for a novel application. We propose a system to assist with program synthesis called Programming in Eliza (PiE). According to a set of rules, PiE can automatically synthesize programs from natural language conversations between Eliza and users. PiE is useful for programming in domain-specific languages. We have implemented PiE to synthesize programs in the LOGO programming language, and our experimental results show that, on average, the success ratio is 88.4% for synthesizing LOGO programs from simple conversations with Eliza. PiE also enables end-users with no experience to program in LOGO with a smoother learning curve.
AB - Eliza, a primitive example of natural language processing, adopts a rule-based method to conduct simple conversations with people. In this paper, we extend Eliza for a novel application. We propose a system to assist with program synthesis called Programming in Eliza (PiE). According to a set of rules, PiE can automatically synthesize programs from natural language conversations between Eliza and users. PiE is useful for programming in domain-specific languages. We have implemented PiE to synthesize programs in the LOGO programming language, and our experimental results show that, on average, the success ratio is 88.4% for synthesizing LOGO programs from simple conversations with Eliza. PiE also enables end-users with no experience to program in LOGO with a smoother learning curve.
UR - http://www.scopus.com/inward/record.url?scp=84908647751&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84908647751&partnerID=8YFLogxK
U2 - 10.1145/2642937.2642967
DO - 10.1145/2642937.2642967
M3 - Conference contribution
AN - SCOPUS:84908647751
T3 - ASE 2014 - Proceedings of the 29th ACM/IEEE International Conference on Automated Software Engineering
SP - 695
EP - 700
BT - ASE 2014 - Proceedings of the 29th ACM/IEEE International Conference on Automated Software Engineering
PB - Association for Computing Machinery, Inc
Y2 - 15 September 2014 through 19 September 2014
ER -