Code Generation

CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code ICLR 2023 CodeT: Code Generation with Generated Tests ICLR 2023 Code Translation with Compiler Representations ICLR 2023 Language Models Can Teach Themselves to Program Better ICLR 2023 Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context NeurIPS 2023 Planning with Large Language Models for Code Generation ICLR 2023 RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation EMNLP 2023 TypeT5: Seq2seq Type Inference using Static Analysis ICLR 2023 CrossBeam: Learning to Search in Bottom-Up Program Synthesis ICLR 2022 Leveraging Automated Unit Tests for Unsupervised Code Translation ICLR 2022 Synchromesh: Reliable Code Generation from Pre-trained Language Models ICLR 2022 The impact of lexical and grammatical processing on generating code from natural language ACL 2022 BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration ICLR 2021 GraphCodeBERT: Pre-training Code Representations with Data Flow ICLR 2021 Language-Agnostic Representation Learning of Source Code from Structure and Context ICLR 2021 TAG : Type Auxiliary Guiding for Code Comment Generation ACL 2020 code2seq: Generating Sequences from Structured Representations of Code ICLR 2019 Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis ICLR 2018