Show & Tell: Phase 49.3 CodeTransformer — Transformer-Based Code Generation & Program Induction

[web3guru888]

Phase 49.3 CodeTransformer — Show & Tell

Share your implementations, experiments, and insights related to the CodeTransformer component (Issue #956).

Topics

• Transformer-based code generation (Codex, AlphaCode style)
• Program induction from I/O examples (RobustFill)
• API-guided code generation with type-directed search
• Code completion and fill-in-the-middle techniques
• Retrieval-augmented generation for code
• Constrained decoding with grammar rules
• Code representation learning (CodeBERT, CodeT5)

Key References

• Chen et al. (2021) — Codex/Evaluating LLMs for code
• Li et al. (2022) — AlphaCode
• Devlin et al. (2017) — RobustFill
• Feng et al. (2020) — CodeBERT

Share your generation results, benchmarks, and findings!