research
∙
08/09/2023
Adaptive Intellect Unleashed: The Feasibility of Knowledge Transfer in Large Language Models
We conduct the first empirical study on using knowledge transfer to impr...
share
research
∙
06/21/2023
Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains
The emergence of foundation models, such as large language models (LLMs)...
research
∙
06/21/2023
A Chain of AI-based Solutions for Resolving FQNs and Fixing Syntax Errors in Partial Code
API documentation, technical blogs and programming Q A sites contain n...
research
∙
06/04/2023
Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services
Foundation models, such as GPT-4, DALL-E have brought unprecedented AI "...
research
∙
06/01/2023
AI Chain on Large Language Model for Unsupervised Control Flow Graph Generation for Statically-Typed Partial Code
Control Flow Graphs (CFGs) are essential for visualizing, understanding ...
research
∙
04/27/2023
Answering Uncertain, Under-Specified API Queries Assisted by Knowledge-Aware Human-AI Dialogue
Developers' API needs should be more pragmatic, such as seeking suggesti...
research
∙
01/10/2023
API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model
Extraction of Application Programming Interfaces (APIs) and their semant...
research
∙
12/16/2022
SE Factual Knowledge in Frozen Giant Code Model: A Study on FQN and its Retrieval
Pre-trained giant code models (PCMs) start coming into the developers' d...
research
∙
11/26/2022
SGCE-Font: Skeleton Guided Channel Expansion for Chinese Font Generation
The automatic generation of Chinese fonts is an important problem involv...
research
∙
08/10/2022
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code
Partial code usually involves non-fully-qualified type names (non-FQNs) ...
research
∙
06/26/2022
1+1>2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent Application
Software programming requires both API reference (know-what) knowledge a...
research
∙
10/27/2019