code generation

Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NeurIPS 2024 Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities EMNLP 2024 Who Wrote this Code? Watermarking for Code Generation ACL 2024 WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment NeurIPS 2024 World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024 XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval ACL 2024 XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024 A Black-Box Attack on Code Models via Representation Nearest Neighbor Search EMNLP 2023 ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers NeurIPS 2023 Aligning Offline Metrics and Human Judgments of Value for Code Generation Models ACL 2023 ANPL: Towards Natural Programming with Interactive Decomposition NeurIPS 2023 API-Assisted Code Generation for Question Answering on Varied Table Structures EMNLP 2023 A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023 Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023 AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023 Better Language Models of Code through Self-Improvement ACL 2023 ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games EMNLP 2023 ChatGPT as a Java Decompiler EMNLP 2023 Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023 CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023 CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code EMNLP 2023 Code Execution with Pre-trained Language Models ACL 2023 CodeFusion: A Pre-trained Diffusion Model for Code Generation EMNLP 2023 CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis ICLR 2023 CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023